{
  "title": "My new map shows the % of female researchers in Europe, according to UNESCO data. Link to the data source is in the map just below the legend. 👩‍🔬 #women #science #womenintech #rstats #maps #dataviz #DataScience https://t.co/HB9ThI0SoV",
  "date": "2021-11-07"
}

# #rstats

> **Milos Popovic/Милош Поповић** (@milos_agathon; 662/295): My new map shows the % of female researchers in Europe, according to UNESCO data. Link to the data source is in the map just below the legend.
> 👩‍🔬
> #women #science #womenintech #rstats #maps #dataviz #DataScience https://t.co/HB9ThI0SoV  [&#8618;](https://twitter.com/milos_agathon/status/1456969757299822595)

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> **SamanthaGirvan** (@SamanthaGirvan; 239/9): Literally spent my Friday night writing code in R. What has happened to me? I can’t get over how much I love seeing data visualised and looking pretty! It’s so much fun! Why did I not find this sooner. Why didn’t I learn bioinformatics? #RStats  [&#8618;](https://twitter.com/SamanthaGirvan/status/1456741435097616389)

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> **Kirk Borne** (@KirkDBorne; 202/91): 10 Most Useful Books to Boost your Career in #DataScience: https://t.co/b7g1TEVm3R via @analyticsinme 
> ————— 
> #BigData #DataScientists #AI #MachineLearning #DeepLearning #Analytics #Statistics #Probability #Coding #Rstats #Python https://t.co/hWqnkMn9yV  [&#8618;](https://twitter.com/KirkDBorne/status/1456801737872924685)

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> **Cédric Scherer** (@CedScherer; 199/15): #30DayMapChallenge | Day 5 | @openstreetmap 
> >
> Another 🐝 map, another ⬡⬡⬡ map.
> Made in #Rstats with #ggplot2.
> >
> #design #dataviz #beekeeping #germany https://t.co/HvoEctT0m7  [&#8618;](https://twitter.com/CedScherer/status/1456750614289993731)

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> **Dr. Ganapathi Pulipaka 🇺🇸** (@gp_pulipaka; 123/103): Top Books on Artificial Intelligence. #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode 
> https://t.co/drVml7kyqr https://t.co/DU5DR1Sw0m  [&#8618;](https://twitter.com/gp_pulipaka/status/1456821164467179526)

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# blogdown

> **Catherine Kim, PhD** (@fishiintheC; 3/2): All of the content for the #R workshop is available on the #blogdown website:
> >
> https://t.co/zW8iEJrBg9
> >
> #R4DS #RStats #DataSciece #DataViz #ggplot2 #R #WomenWhoCode https://t.co/LfmXdIzGLH  [&#8618;](https://twitter.com/fishiintheC/status/1455756385019301897)

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> **Ken Butler** (@KenButler12; 3/0): When I actually have some energy, I think I will be moving my blogdown blog to Distill, if I can find a way to do that without too much hassle.  [&#8618;](https://twitter.com/KenButler12/status/1457176047120703489)

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> **Jason Aizkalns** (@JasonAizkalns; 1/3): #rstats Is it possible to use #distill or #blogdown listing pages as shiny app launcher / gallery / catalog? I'd like the listing page "posts" to keep the metadata, description, tagging, but just link to various apps. Similar to @rstudio  connectWidgets  [&#8618;](https://twitter.com/JasonAizkalns/status/1455344413077491715)

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> **Ariel Muldoon** (@aosmith16; 1/2): Has anyone out there in #rstats #blogdown land had to add two extra \\ in config.toml ignoreFiles to avoid errors? I'm (belatedly) updating blogdown now that I'm back in my office and it was just one of those mornings. 😅  [&#8618;](https://twitter.com/aosmith16/status/1456299021836816385)

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> **Shannon Pileggi** (@PipingHotData; 1/0): @KenButler12 Don't know how much hassle it is, but hope it helps! https://t.co/kPmpMPLjKE  [&#8618;](https://twitter.com/PipingHotData/status/1457180046846828548)

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> **Harshvardhan** (@harshbutjust; 0/2): Hello #rstats people! I changed my laptop and can't get Blogdown and Hugo to work. Any clue how to correct this? https://t.co/4g9rkfg0j2  [&#8618;](https://twitter.com/harshbutjust/status/1455702795521249287)

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# bookdown

> **R posts you might have missed!** (@icymi_r; 132/32): 📚🧹 Doing Bayesian Data Analysis in {brms} and the {tidyverse}
> >
> 👤 Solomon Kurz @solomonkurz  
> >
> 🔗 https://t.co/fsIGJptgjK
> #rstats #datascience  [&#8618;](https://twitter.com/icymi_r/status/1456849410533597189)

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> **RStudio** (@rstudio; 116/28): Too often, deep technical knowledge is hidden behind paywalls or inside expensive physical books. But not in this community!
> R Views reviews the Bookdown library site, which includes dozens of hardback titles, completely free.
> https://t.co/iIlCHyYqYM
> #rstats https://t.co/aTxsZzAWif  [&#8618;](https://twitter.com/rstudio/status/1456668067644284933)

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> **Amber Ying 應 緣 🇹🇼 🏳️‍🌈 🦁** (@amberying; 9/0): Speaking of diamonds, @johnmtowey just plotted the price of round cut diamonds against color and clarity using this R package and this is one of the many reasons why I want to spend the rest of my life with him.
> >
> https://t.co/a0FcwTVwKt  [&#8618;](https://twitter.com/amberying/status/1457140283339051013)

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> **R Weekly Live** (@rweekly_live; 6/5): An R Community Public Library #rstats #datascience https://t.co/uhzzW5Ic8u  [&#8618;](https://twitter.com/rweekly_live/status/1456332526625173521)

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> **Ben Hanowell** (@BenHanowell; 5/3): Today, I fixed what I thought was a weird bug in my online course notes, which building with #rstats #bookdown. Although I posted on Stackoverflow to see if I could get a simple response in case I couldn't fix it, I really dug in. And it turns out that the bug was me begin dumb.  [&#8618;](https://twitter.com/BenHanowell/status/1457075716013498373)

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> **محلل إحصائي** (@AbhathMa; 5/2): ✍️|كتب متوفرة بشكل مجاني عن #الاحصاء
> >
> نسخ مجانية لمجموعة كبيرة من كتب الاحصاء و #علم_البيانات ولغة R .... متاحة لقراءتها أونلاين 
> >
> ⁦ https://t.co/Dk3SaEWqXu ⁩
> >
> جميع هذه الكتب كتبت باستخدام حزمة bookdown في لغة R والتي تسهل عملية كتابة الكتب والمقالات https://t.co/swbdmqJcnW  [&#8618;](https://twitter.com/AbhathMa/status/1456902655465435139)

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> **Audrey Kelly, PhD** (@AudreyLK_PhD; 5/1): @calves06 @rstudio @ArcGISPro I can't remember, were you in @jumbanho 's grad seminar where we did some geospatial stuff in R? If not, this resource we used in the class was great! https://t.co/S6Ye1ppcI5  [&#8618;](https://twitter.com/AudreyLK_PhD/status/1455623640897228803)

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> **Tim Taylor** (@drtimt; 5/0): I've been looking at ways to produce a nice HTML version of Rise of the Self-Replicators from the LaTeX source. PanDoc has problems with large multi-file projects. But I've now discovered Bookdown https://t.co/J1UKKoCXZJ at @rstudio. It looks great! Watch this space #selfrepbook  [&#8618;](https://twitter.com/drtimt/status/1456939324776271875)

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> **Matt Peeples** (@PattMeeples; 5/0): I'm working on an R bookdown appendix to accompany  a book project and really enjoying all the features (easy math text, automatic section organization, code and figure updating, etc.). I think I may fully convert to writing in bookdown for my next big project.  [&#8618;](https://twitter.com/PattMeeples/status/1456027557279772672)

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> **Nils Ratnaweera** (@NRatnaweera; 4/2): Our first public #bookdown based project report written! We monitored woodpiles from a local restoration project to detect #mustelids. All data available in the accompanying #rstats package.
> >
> https://t.co/MDRLqchQb2
> >
>  @ZHAW @MustelidColloq @scnatCH @biodiversityCH https://t.co/0Q7XBjLgex  [&#8618;](https://twitter.com/NRatnaweera/status/1456145283239321604)

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> **Nithin .M** (@nithinnithu_m; 4/1): Very much me.. nowadays bookdown too
> #RStats https://t.co/st0TQNPyjC  [&#8618;](https://twitter.com/nithinnithu_m/status/1457270939075289090)

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> **Andrea Onofri** (@onofriandreapg; 4/1): Our work is little by little progressing (navigating through Faculty and teaching commitments) ...  First five chapters are online at: https://t.co/rhNTdthys6 Check’em out and, please, comment! #bookdown #RStats  [&#8618;](https://twitter.com/onofriandreapg/status/1454857365757497349)

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> **tidyverse tweets** (@tidyversetweets; 2/2): How to create own table in Bookdown and reference it within the text? #tidyverse #rstats https://t.co/kPIyj7X3Cs  [&#8618;](https://twitter.com/tidyversetweets/status/1456205588145311745)

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> **Ian Gow** (@iandgow; 2/0): @hadleywickham Yep. Steven Pinker, The Sense of Style, pp.298-300. Took me hours to figure out that “lang: en-GB” was needed to stop machinery behind bookdown from “fixing” this for me.  [&#8618;](https://twitter.com/iandgow/status/1456386754819264516)

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> **tj mahr 🍍🍕** (@tjmahr; 2/0): @CoulSim yes i have a notebook of Rmd files where i work on the data. these are compiled with bookdown and tracked with targets. i put the .Rmd files and .md files in version control so i can see when i break things  [&#8618;](https://twitter.com/tjmahr/status/1455996738737778702)

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> **Audrey Kelly, PhD** (@AudreyLK_PhD; 2/0): @calves06 @rstudio @ArcGISPro @jumbanho Or wait, it was actually this one that we used: https://t.co/QEJ7wDUX52
> A different bookdown! But the one in my first tweet looks useful too!  [&#8618;](https://twitter.com/AudreyLK_PhD/status/1455625116897972232)

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> **tidyverse tweets** (@tidyversetweets; 1/3): _bookdown.yml settings inside index.Rmd #tidyverse #rstats https://t.co/i1AmMfdKG2  [&#8618;](https://twitter.com/tidyversetweets/status/1457023816643850251)

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> **tidyverse tweets** (@tidyversetweets; 1/2): Trouble with title rendered in bookdown using bs4_book output type #tidyverse #rstats https://t.co/t5JzcW9hQz  [&#8618;](https://twitter.com/tidyversetweets/status/1457048720936210437)

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> **tidyverse tweets** (@tidyversetweets; 1/2): getting bookdown custom blocks to work with pdf output #tidyverse #rstats https://t.co/WmCVcmQdgo  [&#8618;](https://twitter.com/tidyversetweets/status/1457030588276297740)

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> **Ratna Dewi** (@ratnadewi1392; 1/1): want to learn data science https://t.co/XZHhapJmRk  [&#8618;](https://twitter.com/ratnadewi1392/status/1456394734230917123)

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> **矢崎 裕一/Yuichi YAZAKI** (@yuichy02; 1/1): Rマークダウンで本を書くための仕組みを作った上で、Rについての本を書いているのか。すばらしいね…！
> >
> https://t.co/wBtDmoxAjZ  [&#8618;](https://twitter.com/yuichy02/status/1455154070251966471)

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> **Ben Hanowell** (@BenHanowell; 1/0): Observe my shame! https://t.co/ZbJih1OJbK  [&#8618;](https://twitter.com/BenHanowell/status/1457075791984926722)

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> **Susannah Cowtan** (@SuusJC; 1/0): @EcoLaurenY .... Rethinks temptation to convert thesis writeup from sweave to bookdown. Thank you for your timely intervention.  [&#8618;](https://twitter.com/SuusJC/status/1456336755762814978)

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> **ironman** (@hommedefer3; 1/0): stanで自分で書いて(ほぼ)結果とグラフまで再現できたので満足。
> https://t.co/Cbv2qPWR3N #iron勉強メモ https://t.co/omnQoncSf9  [&#8618;](https://twitter.com/hommedefer3/status/1455908259206889475)

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> **Prof. Mason Garrison 🌈💫✨** (@SMasonGarrison; 1/0): @ELindstromPhD Gitbook made via bookdown. Here's the full site: https://t.co/5VAyIm30Lp
> And the source code: https://t.co/5kU4vW81SL  [&#8618;](https://twitter.com/SMasonGarrison/status/1455740634409676800)

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> **Drew Stommes** (@StommesDrew; 0/1): Useful for methodologists and applied researchers alike: "10 Fundamental Theorems for Econometrics" https://t.co/btZQQgIJLG  [&#8618;](https://twitter.com/StommesDrew/status/1456642418028134404)

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# knitr

> **R posts you might have missed!** (@icymi_r; 18/9): ✍️ An Upcoming Breaking Change in knitr on Unbalanced Chunk Delimiters 
> >
> 👤 Yihui Xie @xieyihui  
> >
> 🔗 https://t.co/pIOZixvzd4
> #rstats #datascience  [&#8618;](https://twitter.com/icymi_r/status/1455585699181252613)

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> **Johan Lindbäck** (@iiijohan; 3/0): @KarlPettersso10 @marie_holmqvist @ikitorp Jag använder knitr och väver (eller kanske snarare stickar) ihop min R-kod och LaTeX-kod i samma fil. Men pandoc funkar ju också.  [&#8618;](https://twitter.com/iiijohan/status/1455443967290617856)

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> **Stas Kolenikov** (@StatStas; 2/3): So I want to see this in #rstats viewer, but I don't want to see it in the knit markdown, regardless of whether I knit as a fresh process or through the console rmarkdown::render()
> >
> if (interactive() &amp; is.null(knitr::current_input())) vtable(my_data_frame)  [&#8618;](https://twitter.com/StatStas/status/1455200743531630597)

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> **Rudolf Schlechter, PhD** (@rschlec; 2/0): @kholerakardash knitr  [&#8618;](https://twitter.com/rschlec/status/1456310483921817606)

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> **tidyverse tweets** (@tidyversetweets; 1/2): Knitr change working directory not working #tidyverse #rstats https://t.co/CbgBzmsltZ  [&#8618;](https://twitter.com/tidyversetweets/status/1456306244659159043)

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> **Tony Hirst** (@psychemedia; 1/0): @choldgraf @driscollis @marcwouts @curvenote @rowancockett @stevejpurves Leanpub seemed to go its own way some time ago... IIRC, I had to do fettling of knitr generated md for https://t.co/9voNyFFkm5
> >
> I'd be churning out books on leanpub and trying to hasten my exit plan if I could just generate leanpub-md reliably as just another output format! ;-)  [&#8618;](https://twitter.com/psychemedia/status/1456614714599936014)

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> **Tony Hirst** (@psychemedia; 1/0): @driscollis @marcwouts @choldgraf doh.. you also need md cell outputs too of course.. so do you know if there's a reliable eg notebook -(jupytext)--&gt; Rmd-knitr-&gt; leanpub md workflow?  [&#8618;](https://twitter.com/psychemedia/status/1456522940825149447)

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> **Eric DeWitt** (@NeuroChooser; 1/0): @KordingLab Another problem is that currently (Jupyter) notebooks are not actually good for literate programming and rendering to presentation formats. Compare to RMarkdown/Knitr/Sweave and you quickly see the deficiencies. Source control is another major hurdle. Finally, you need longevity.  [&#8618;](https://twitter.com/NeuroChooser/status/1456580939304382466)

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> **Houston H. 💉💉💉🎄 Haynes** (@h3techdev; 1/0): @gztstatistics ...between pandoc* and knitr...  [&#8618;](https://twitter.com/h3techdev/status/1455709143030013954)

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> **Houston H. 💉💉💉🎄 Haynes** (@h3techdev; 1/0): @gztstatistics As an aside, about ten months ago I was fighting through the stack from highcharter through html/widgetframe and pretty much gave up when the issue was somewhere between panic and knitr - out of my depth and beyond my range of patience.  [&#8618;](https://twitter.com/h3techdev/status/1455708929204400129)

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> **Mickaël CANOUIL** (@mickaelcanouil; 1/0): @Martifa_G @rstats_tweets Simply use python as the engine for all {knitr} chunks with Python in your {xaringan} Rmarkdown.  [&#8618;](https://twitter.com/mickaelcanouil/status/1455259234233462785)

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> **tidyverse tweets** (@tidyversetweets; 0/1): Is it possible to install LunchBox Ornaments for use in rmarkdown with knitr? #tidyverse #rstats https://t.co/hQIGv3blSs  [&#8618;](https://twitter.com/tidyversetweets/status/1456247993603174404)

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# tinytex

> **CRAN Package Updates** (@CRANberriesFeed; 2/2): CRAN updates: consort tinytex xfun #rstats  [&#8618;](https://twitter.com/CRANberriesFeed/status/1456290692905459717)

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> **tidyverse tweets** (@tidyversetweets; 0/1): How to solve RMarkdown error after installing tinytex::install_tinytex() #tidyverse #rstats https://t.co/cwmU8k6JrU  [&#8618;](https://twitter.com/tidyversetweets/status/1456553206637604865)

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# xaringan

> **Emil Hvitfeldt** (@Emil_Hvitfeldt; 12/0): @ChelseaParlett @nsgrantham You can also use transparent background for your charts, this way you don’t need to match the background
> >
> https://t.co/m3eNEPMlls https://t.co/ZtxRGu5X4S  [&#8618;](https://twitter.com/Emil_Hvitfeldt/status/1454877738410512395)

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> **Federico Marini** (@FedeBioinfo; 4/2): I don't know who needs to know that, but I find only few packages as ⭐️⭐️⭐️⭐️⭐️useful as {fabricerin} from @moh_fodil - especially for teaching and sketching, live, on HTML xaringan slides. 
> That's it, that's the tweet (excuse my trackpad drawing 😬) #RStats https://t.co/h0SPLGTmuq  [&#8618;](https://twitter.com/FedeBioinfo/status/1456722119568601089)

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> **Derek Sollberger** (@DerekSollberger; 2/0): So now I have the opposite problem: my teaching materials were made for online instruction, not in-person
> >
> Enter: #xaringan  [&#8618;](https://twitter.com/DerekSollberger/status/1456146961292169217)

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> **Mister Cakeboy** (@NotCakeboy; 1/0): @guxdms slk brinca com as mina de xaringãn  [&#8618;](https://twitter.com/NotCakeboy/status/1456332202510364672)

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> **jollydata.blog** (@JollydataB; 1/0): I plan to implement this from now on in future posts. It seems to work in {distill} code chunks without any problems.
> >
> Thanks @grrrck for the amazing work on {xaringan} and {xaringanExtra}! https://t.co/rV98Hk0H83  [&#8618;](https://twitter.com/JollydataB/status/1455219971336900609)

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> **Matt Dancho (Business Science)** (@mdancho84; 1/0): @1Coderisk3 Oh yeah, Xaringan for the win! 🙌  [&#8618;](https://twitter.com/mdancho84/status/1454761601052123138)

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> **Marty believes in police abolishment** (@Martifa_G; 0/5): Hey #python and #rstats crowd: Is there a good python package like Xaringan? Should i just leverage a notebook into a presentation? 
> >
> I've done this with #r so many times, but this is my first python presentation.  [&#8618;](https://twitter.com/Martifa_G/status/1455229818501406721)

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# yihui.name

> **Amelia McNamara** (@AmeliaMN; 3/1): As always, I love @xieyihui's blog. https://t.co/or6twUMDmd The gallery of unbalanced chunk delimiters, which all have names! Delightful. "A window cleaning crane lifting a man" 😂  [&#8618;](https://twitter.com/AmeliaMN/status/1455656476391972868)

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> **Yohan J. Rodríguez** (@hasdid; 1/1): #R  #Automated | Turn an Ordered List on an HTML Page into a Collapsible FAQ List https://t.co/zZZwvfcRZw  [&#8618;](https://twitter.com/hasdid/status/1455999973204574217)

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