class: left, middle background-image: url(https://shaziaruybal.com/img/caricatura.jpg) background-size: contain background-position: right ## rstudio::global(2021) %>% summarize() ### Dr Shazia Ruybal Pesántez R-Ladies Melbourne Meetup 2021/04/15 [<svg aria-hidden="true" role="img" viewBox="0 0 496 512" style="height:1em;width:0.97em;vertical-align:-0.125em;margin-right:0.2em;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg> @shaziaruybal](http://github.com/shaziaruybal) [<svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-right:0.2em;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"/></svg> @DrShaziaRuybal](http://twitter.com/DrShaziaRuybal) [<svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-right:0.2em;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><path d="M326.612 185.391c59.747 59.809 58.927 155.698.36 214.59-.11.12-.24.25-.36.37l-67.2 67.2c-59.27 59.27-155.699 59.262-214.96 0-59.27-59.26-59.27-155.7 0-214.96l37.106-37.106c9.84-9.84 26.786-3.3 27.294 10.606.648 17.722 3.826 35.527 9.69 52.721 1.986 5.822.567 12.262-3.783 16.612l-13.087 13.087c-28.026 28.026-28.905 73.66-1.155 101.96 28.024 28.579 74.086 28.749 102.325.51l67.2-67.19c28.191-28.191 28.073-73.757 0-101.83-3.701-3.694-7.429-6.564-10.341-8.569a16.037 16.037 0 0 1-6.947-12.606c-.396-10.567 3.348-21.456 11.698-29.806l21.054-21.055c5.521-5.521 14.182-6.199 20.584-1.731a152.482 152.482 0 0 1 20.522 17.197zM467.547 44.449c-59.261-59.262-155.69-59.27-214.96 0l-67.2 67.2c-.12.12-.25.25-.36.37-58.566 58.892-59.387 154.781.36 214.59a152.454 152.454 0 0 0 20.521 17.196c6.402 4.468 15.064 3.789 20.584-1.731l21.054-21.055c8.35-8.35 12.094-19.239 11.698-29.806a16.037 16.037 0 0 0-6.947-12.606c-2.912-2.005-6.64-4.875-10.341-8.569-28.073-28.073-28.191-73.639 0-101.83l67.2-67.19c28.239-28.239 74.3-28.069 102.325.51 27.75 28.3 26.872 73.934-1.155 101.96l-13.087 13.087c-4.35 4.35-5.769 10.79-3.783 16.612 5.864 17.194 9.042 34.999 9.69 52.721.509 13.906 17.454 20.446 27.294 10.606l37.106-37.106c59.271-59.259 59.271-155.699.001-214.959z"/></svg> shaziaruybal.com](https://shaziaruybal.com) ??? can add notes here, this is pretty cool :) --- class: inverse, center, middle # A little bit about me --- name: background # My background -- 🌎 Originally from Ecuador 🇪🇨 and the US 🇺🇸 -- 🎓 BA Biology [Colorado College](https://coloradocollege.edu) -- 🎓 PhD Genetic Epidemiology [University of Melbourne](https://unimelb.edu.au) -- 📍 Postdoctoral scientist at [Walter and Eliza Hall Institute of Medical Research](https://wehi.edu.au/people/ivo-mueller), [University of Melbourne](https://unimelb.edu.au) and [Burnet Institute](https://www.burnet.edu.au/people/701_shazia_ruybal) -- 🧬 My research focuses on applied ("field") epidemiology and genomic epidemiology of infectious diseases, mostly malaria 🦟 and more recently COVID-19 🦠 -- 👩🏼‍💻 I use R for data processing, visualization, communication, dashboards, shiny -- 💜 Secretary and co-organizer of [R-Ladies Melbourne Inc](https://twitter.com/rladiesmelb) -- 🔗 [Get in touch](#contact) --- background-image: url(https://github.com/allisonhorst/stats-illustrations/raw/master/rstats-artwork/r_rollercoaster.png) background-size: 80% 70% background-position: center # My R journey in a nutshell .footnote[*[Credit to @alison_horst for the beautiful aRtwork](https://github.com/allisonhorst/stats-illustrations)*] --- background-image: url(https://github.com/allisonhorst/stats-illustrations/raw/master/rstats-artwork/welcome_to_rstats_twitter.png) background-size: 50% 85% background-position: center # My R journey in a nutshell .footnote[*[Credit to @alison_horst for the beautiful aRtwork](https://github.com/allisonhorst/stats-illustrations)*] --- class: inverse center, middle # rstudio::global(2021) 24hr virtual conference -- ### Three "tracks": (1) learning (2) language interop (3) visualization -- ### The focus of today's talk is not on the main conference, since all of the 55 (!) talks are freely available [here](https://www.rstudio.com/resources/rstudioglobal-2021/)! --- class: left # But some honorable mentions below... - ["Your public garden" - Vicki Boykis](https://www.rstudio.com/resources/rstudioglobal-2021/your-public-garden/): thoughtful reflections on how and why we should cultivate our 'digital' garden -- - ["Reporting on and visualising the pandemic" - John Burn-Murdoch](https://www.rstudio.com/resources/rstudioglobal-2021/reporting-on-and-visualising-the-pandemic/): lessons learned on how to best communicate data -- - ["Always look on the bright side of plots" - Kara Woo](https://www.rstudio.com/resources/rstudioglobal-2021/always-look-on-the-bright-side-of-plots/): common mistakes and misunderstandings when using `{ggplot2}` -- - ["Trial and Error in Data Viz at the ACLU" - Sophie Beiers ](https://www.rstudio.com/resources/rstudioglobal-2021/trial-and-error-in-data-viz-at-the-aclu/): reflections on how to and how *not* to make data visualizations -- - ["Make a package - Make some friends" - Athanasia Mowinckel](https://www.rstudio.com/resources/rstudioglobal-2021/make-a-package-make-some-friends/): a personal experience making an R package -- - ['How to do things with words: learning to program in R with a "communicative approach" - Riva Quiroga'](https://www.rstudio.com/resources/rstudioglobal-2021/how-to-do-things-with-words-learning-to-program-in-r-with-a-communicative-approach/): a perspective on the process of learning R and how we can make learning/teaching easier -- - ["On programming, teaching, and building interactive tutorials with learnr - Yanina Bellini Saibene"](https://www.rstudio.com/resources/rstudioglobal-2021/on-programming-teaching-and-building-interactive-tutorials-with-learnr/): a talk on how to use `{learnr}` for interactive tutorials and virtual teaching -- - ["An easy and friendly way to build your multilingual website - Pamela Pairo"](https://www.rstudio.com/resources/rstudioglobal-2021/an-easy-and-friendly-way-to-build-your-multilingual-website/): a talk on how to have your `{blogdown}` website in more than one language -- - A nice summary of key talks by [Clare West](https://clarewest.github.io/blog/post/rstudio-global-2021-summarise/) -- - Some post-conference thoughts by [Joseph Rickert](https://rviews.rstudio.com/2021/02/04/some-thoughts-on-rstudio-global/) -- .footnote[*not an exhaustive list!] --- class: inverse, center, middle # rstudio::global(2021) 24hr virtual conference -- ```r rstudio::global(2021) %>% filter(workshops == "diversity scholars") %>% summarize() ``` -- .footnote[*Note that these workshops took place after the main conference*] --- class: center, middle # Lucky me! .pull-left[<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Coming back online after a much needed break and so excited to announce that I’ve been selected as a Diversity Scholar for the <a href="https://twitter.com/rstudio?ref_src=twsrc%5Etfw">@rstudio</a>::global(2021) conference 🤩🎉 very honored for this opportunity! Can’t wait to share learnings with the <a href="https://twitter.com/RLadiesMelb?ref_src=twsrc%5Etfw">@RLadiesMelb</a> community 💜</p>&mdash; Shazia Ruybal Pesántez (@DrShaziaRuybal) <a href="https://twitter.com/DrShaziaRuybal/status/1349110392442687489?ref_src=twsrc%5Etfw">January 12, 2021</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>  ] .pull-right[] --- name: workshop-overview # Diversity Scholar Workshops .pull-left[ ### Workshop 1: **[Introduce Yourself Online by Alison Hill](https://iyo-rstudio-global.netlify.app)** <img class="circle" src="https://media.giphy.com/media/XGhTPVMgzLv7s2TOE6/giphy.gif" width="350px" height = "325px"/> ] .pull-right[ ### Workshop 2: **[What they forgot to teach you about *teaching* R by Mine Çetinkaya-Rundel](https://wtf-teach.netlify.app)** <img class="circle" src="https://media.giphy.com/media/5QTBj7It7Jt1MTvMM3/giphy.gif" width="350px" height = "300px"/> ] --- # Disclaimer ### All of the material I will share today is summarised from the workshop materials that can be found at: #### - [Introduce Yourself Online by Alison Hill: https://iyo-rstudio-global.netlify.app/ ](https://iyo-rstudio-global.netlify.app/) #### - [What they forgot to teach you about *teaching* R by Mine Çetinkaya-Rundel: https://wtf-teach.netlify.app ](https://wtf-teach.netlify.app) .footnote[ *There is a lot that I won't get through today, so I encourage you to visit these sites and work through all the amazing materials!* ] --- class: inverse, center, middle # Workshop 1: Introduce Yourself - Alison Hill --- class: inverse # Introduce Yourself Online: some options -- ### 1️⃣ Your "name tag": Github profile -- ### 2️⃣ Your "business card": `{postcards}` -- ### 3️⃣ Your "cup of coffee": `{distill}` -- ### 4️⃣ Happy hour: `{blogdown}` .footnote[ *[Original workshop materials by Alison Hill at: https://iyo-rstudio-global.netlify.app/](https://iyo-rstudio-global.netlify.app/)* ] --- class: center, middle # How many of you have a github profile? ## ❤️ if you do ## 😮 if you don't --- # 1️⃣ Your "name tag": Github profile .pull-left[ ### Assuming you have a github profile already, edit the README repository to write a short bio #### [Read more about github profiles at: https://docs.github.com/en/github/setting-up-and-managing-your-github-profile/personalizing-your-profile](https://docs.github.com/en/github/setting-up-and-managing-your-github-profile/personalizing-your-profile) ] .footnote[ [Original workshop materials by Alison Hill at: https://iyo-rstudio-global.netlify.app/](https://iyo-rstudio-global.netlify.app/) ] -- .pull-right[<img class="circle" src="img/github-readme-eg.png" width="450px" height = "450px"/>] --- # Minimal example <img class="circle" src="img/readme-eg.png" width="700px" height = "400px"/> .footnote[ *[Link to the example here](https://github.com/shaziaruybal)* ] --- class: inverse center, middle # How many of you have used `{postcards}`? ## ❤️ if you have ## 😮 if you haven't --- # 2️⃣ Your "business card": `{postcards}` .pull-left[ ```r install.packages("postcards") library(postcards) create_postcard() # use templates create_postcard(template == "jolla") # knit the .Rmd rmarkdown::render("index.Rmd") ``` ] .footnote[ *[Original workshop materials by Alison Hill at: https://iyo-rstudio-global.netlify.app/](https://iyo-rstudio-global.netlify.app/)* ] .pull-right[ ### Postcards are created using `{rmarkdown}` and can serve as a 'landing page' #### [Take a look at the templates here: https://github.com/seankross/postcards](https://github.com/seankross/postcards) ] --- # A minimal example: "Jolla" template <img src="img/postcard-eg.png" width="600px" height = "500px"/> .footnote[ *[Link to the example here](https://shaziaruybal.github.io/iyo/)* ] --- class: inverse center, middle # How many of you have used `{distill}`? ## ❤️ if you have ## 😮 if you haven't --- # 3️⃣ Your "cup of coffee": `{distill}` ### - `{distill}` websites are created using only `{rmarkdown}` -- ### - they can be deployed using Github pages or Netlify -- #### [Read more about distill websites at: https://rstudio.github.io/distill/](https://rstudio.github.io/distill/) -- #### [Read this blog post about creating a `{distill}` website in less than 30 minutes](https://www.andreashandel.com/post/distill-github-website/) -- #### [Some distill website inspo here: https://jhelvy.github.io/distillery/](https://jhelvy.github.io/distillery/) --- # A minimal example .pull-left[ <img class="circle" src="img/distill1.png" width="700px" height = "350px"/> ] .pull-right[ <img class="circle" src="img/distill2.png" width="700px" height = "350px"/> ] .footnote[ *[Link to the example here](https://shaziaruybal.github.io/distill-website/)* ] --- class: inverse center, middle # How many of you have used `{blogdown}`? ## ❤️ if you have ## 😮 if you haven't --- # 4️⃣ Happy hour: `{blogdown}` ### - `{blogdown}` websites are created using `{rmarkdown}` and Hugo -- ### - they can be deployed using Github pages or Netlify -- ### - more customization but requires Hugo, more advanced -- #### [Read more about blogdown websites at: https://bookdown.org/yihui/blogdown/](https://bookdown.org/yihui/blogdown/) -- #### [Alison Hill has so many amazing resources on her website, such as: https://alison.rbind.io/post/new-year-new-blogdown/ ](https://alison.rbind.io/post/new-year-new-blogdown/) -- --- # Quick shout-out to the Apéro theme 🇫🇷🍸 .pull-left[  ] .pull-right[ ### [Check out the template here: https://github.com/apreshill/apero](https://github.com/apreshill/apero) ### [Check out the demo site here: https://hugo-apero.netlify.app](https://hugo-apero.netlify.app) ] --- .pull-left[<blockquote class="twitter-tweet"><p lang="en" dir="ltr">The 60+ <a href="https://twitter.com/hashtag/rstats?src=hash&amp;ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/RLadies?src=hash&amp;ref_src=twsrc%5Etfw">#RLadies</a> bloggers 👇 make my heart so happy! 💜💜💜 Come join us! Here’s a blogdown vs distill comparison 💫 made in collaboration w/ <a href="https://twitter.com/apreshill?ref_src=twsrc%5Etfw">@apreshill</a>, and more resources to help you get started!<a href="https://t.co/onF97t7DNQ">https://t.co/onF97t7DNQ</a> <a href="https://t.co/xeMhkURNyV">pic.twitter.com/xeMhkURNyV</a></p>&mdash; We are R-Ladies (@WeAreRLadies) <a href="https://twitter.com/WeAreRLadies/status/1363144545677017089?ref_src=twsrc%5Etfw">February 20, 2021</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script> ] .pull-right[ ### `{blogdown}` vs. `{distill}`  ⬅️ Check out the thread highlighting #RLadies blogs! ] --- class: inverse, center, middle # Workshop 2: What they forgot to teach you about *teaching* R - Mine Çetinkaya-Rundel --- class: inverse # What they forgot to teach you about *teaching* R -- ### 1️⃣ Live coding best practices + teaching tips -- ### 2️⃣ Teaching tools: RStudio Cloud and `{learnr}` tutorials -- ### 👩🏼‍🏫 if you are an educator, I highly recommend going through the full workshop materials .footnote[ *[Original workshop materials by by Mine Çetinkaya-Rundel at: https://wtf-teach.netlify.app ](https://wtf-teach.netlify.app)* ] --- class: inverse center, middle # How many of you teach #rstats? ## ❤️ if you do --- # 1️⃣ Live coding best practices + teaching tips ### - Approaching teaching like cooking #### "Let them eat cake first" - Mine Çetinkaya-Rundel .pull-left[ <img class="circle" src="img/biscoff_cake.jpg", width="500px" height = "250px"/> ] --- # 1️⃣ Live coding best practices + teaching tips ### - Approaching teaching like cooking #### "Let them eat cake first" - Mine Çetinkaya-Rundel .pull-left[ <img class="circle" src="img/biscoff_cake.jpg", width="500px" height = "250px"/> ] .pull-right[ <img class="circle" src="img/cake-recipe.png", width="400px" height = "250px"/> ] .footnote[*[Original workshop materials by by Mine Çetinkaya-Rundel at: https://wtf-teach.netlify.app ](https://wtf-teach.netlify.app)*] --- # 1️⃣ Live coding best practices + teaching tips #### Teach your students a complex visualization first, and build up to it together .pull-left[ ```r library(tidyverse) library(palmerpenguins) penguins %>% group_by(species, island) %>% tally() %>% ggplot(aes(x = island, y = n, fill = species)) + geom_bar(stat = "identity", position = "fill") + scale_y_continuous( labels = scales::label_percent(1)) + labs(y = "", title = "Penguin spp distribution", caption = "Credit to {palmerpenguins}") + theme_minimal() + theme_xaringan() ``` ] .pull-right[ <img src="index_files/figure-html/unnamed-chunk-3-1.png" width="90%" /> ] ??? use rmarkdown with "fill in the blanks" --- # 1️⃣ Live coding best practices + teaching tips ### - "Live code early and often" - Mine Çetinkaya-Rundel -- #### Talk through the code - mistakes are good learning experiences! -- #### Context matters (live code first vs after static materials) -- #### Pre-recording screencasts vs *live* coding -- ### Different learning styles -- #### Not everyone learns the same -- #### Fun and creative activities for lessons (e.g. ugly ggplot2) -- .pull-right[.footnote[*[Original workshop materials by by Mine Çetinkaya-Rundel at: https://wtf-teach.netlify.app ](https://wtf-teach.netlify.app)*] ] --- # 1️⃣++ Some extra tips ### Challenging to provide instant/timely feedback for online courses -- ### Teach students how to find help! -- <img class="circle" src="img/reprex.png" width="500px" height = "300px"/> -- .pull-right[ .footnote[ *[Credit to @alison_horst for the beautiful aRtwork](https://github.com/allisonhorst/stats-illustrations)* *[Original workshop materials by by Mine Çetinkaya-Rundel at: https://wtf-teach.netlify.app ](https://wtf-teach.netlify.app)]* ] --- # 2️⃣ Teaching tools: RStudio Cloud #### Removes the need to spend ⏱ installing R, RStudio, packages etc on Day 1 #### [Read more about RStudio cloud here: https://rstudio.cloud/learn/guide](https://rstudio.cloud/learn/guide) -- <img class="circle" src="img/cloud-eg.png" width="500px" height= "400px"/> --- # 2️⃣ Teaching tools: `{learnr}` ### - Create interactive tutorials from `{rmarkdown}` .Rmd documents #### For those giving online courses, `{gradethis}` package can be used to automate grading of tutorials #### [Check out RStudio primers made with `{learnr}` here: https://rstudio.cloud/learn/primers](https://rstudio.cloud/learn/primers) .footnote[ *[Original workshop materials by by Mine Çetinkaya-Rundel at: https://wtf-teach.netlify.app ](https://wtf-teach.netlify.app)* ] --- class: inverse center middle # Recap --- name: w1-recap class: inverse .pull-left[ ### Workshop 1: ### Introduce Yourself Online - Alison Hill *[Resources at: https://iyo-rstudio-global.netlify.app](https://iyo-rstudio-global.netlify.app)* <img class="circle" src="https://media.giphy.com/media/XGhTPVMgzLv7s2TOE6/giphy.gif" width="350px" height = "325px"/> ] .pull-right[ ### 1️⃣ Your "name tag": Github profile ### 2️⃣ Your "business card": `{postcards}` ### 3️⃣ Your "cup of coffee": `{distill}` ### 4️⃣ Happy hour: `{blogdown}` ] --- name: w2-recap class: inverse .pull-left[ ### Workshop 2: ### What they forgot to teach you about *teaching* R - Mine Çetinkaya-Rundel *[Resources at: https://wtf-teach.netlify.app](https://wtf-teach.netlify.app)* <img class="circle" src="https://media.giphy.com/media/5QTBj7It7Jt1MTvMM3/giphy.gif" width="350px" height = "300px"/> ] .pull-right[ ### 1️⃣ Live coding best practices + teaching tips ### 2️⃣ Teaching tools: RStudio Cloud and `{learnr}` tutorials (+ lots more!) ] --- class: inverse center middle # Gracias! 💜 -- ### Heartfelt acknowledgment to **Alison Hill** and **Mine Çetinkaya-Rundel** for the amazing workshops, and to **RStudio** for selecting me as one of the Diversity Scholars -- ### Thanks to you for your attention. -- ### Any questions? 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