class: title-slide background-image: url("assets/title-image2.jpg") background-position: 100% 50% background-size: 100% 100% # .text-shadow[.black[Introduction to Rmarkdown]] <br><br><br><br><br><br><br><br><br><br> ### .text-shadow[.white[<br><br><br> Dr Kristy Robledo <br> <svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:blue;" xmlns="http://www.w3.org/2000/svg"> <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"></path></svg> @kristyrobledo]] --- class: center # .brand-red[RECAP: What can Stata do?] .center[ <img src="assets/recap.jfif" height=200> ] <br> [Slides here](https://github.com/kristyrobledo/Intro_Rmarkdown/blob/main/STATA/ACTA%20STInG%20Stata%20Workshop_15022023_Anurika%20De%20Silva.pdf) [Code here](https://github.com/kristyrobledo/Intro_Rmarkdown/tree/main/STATA/Stata%20Programs) --- # .brand-red[What can Rmarkdown do?] .center[ <img src="assets/rmarkdown.jfif" height=500> ] .font60[ Courtesy: Alison Horst [Artwork by @allison_horst](https://allisonhorst.com/) ] ??? --- # .brand-red[For example: A reproducibility receipt] .pull-left[ You can write something like this in Rmarkdown: ```r sessioninfo::package_info() %>% unclass() %>% as_tibble() %>% filter(attached==TRUE) %>% select(package, ondiskversion, date) %>% rename(version=ondiskversion) %>% flextable() %>% autofit() ``` And it will come out like this in the document: ] -- .pull-right[ <template id="a4355ac0-627d-4e62-aba4-b04178877224"><style> .tabwid table{ border-spacing:0px !important; border-collapse:collapse; line-height:1; margin-left:auto; margin-right:auto; border-width: 0; border-color: transparent; caption-side: top; } .tabwid-caption-bottom table{ caption-side: bottom; } .tabwid_left table{ margin-left:0; } .tabwid_right table{ margin-right:0; } .tabwid td, .tabwid th { padding: 0; } .tabwid a { text-decoration: none; } .tabwid thead { background-color: transparent; } .tabwid tfoot { background-color: transparent; } .tabwid table tr { background-color: transparent; } .katex-display { margin: 0 0 !important; } </style><div 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1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f549cfb{width:1.067in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f549cfc{width:1.185in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f54c40c{width:0.778in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f54c40d{width:1.067in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f54c40e{width:1.185in;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f54c40f{width:0.778in;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-6f54c410{width:1.067in;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table class='cl-6f5f244c'><caption><span>R packages used in analyses and reporting</span></caption><thead><tr style="overflow-wrap:break-word;"><th class="cl-6f5475e2"><p class="cl-6f544ed2"><span class="cl-6f4bea62">package</span></p></th><th class="cl-6f5475e3"><p class="cl-6f544ed2"><span class="cl-6f4bea62">version</span></p></th><th class="cl-6f5475e4"><p class="cl-6f544ed2"><span class="cl-6f4bea62">date</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-6f5475e5"><p class="cl-6f544ed2"><span class="cl-6f4bea62">dplyr</span></p></td><td class="cl-6f5475e6"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.0.10</span></p></td><td class="cl-6f5475e7"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-09-01</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f5475e8"><p class="cl-6f544ed2"><span class="cl-6f4bea62">flextable</span></p></td><td class="cl-6f5475e9"><p class="cl-6f544ed2"><span class="cl-6f4bea62">0.8.3</span></p></td><td class="cl-6f5475ea"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-11-06</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f5475e8"><p class="cl-6f544ed2"><span class="cl-6f4bea62">forcats</span></p></td><td class="cl-6f5475e9"><p class="cl-6f544ed2"><span class="cl-6f4bea62">0.5.2</span></p></td><td class="cl-6f5475ea"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-08-19</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f5475eb"><p class="cl-6f544ed2"><span class="cl-6f4bea62">ggplot2</span></p></td><td class="cl-6f5475ec"><p class="cl-6f544ed2"><span class="cl-6f4bea62">3.4.0</span></p></td><td class="cl-6f549cf2"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-11-04</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cf3"><p class="cl-6f544ed2"><span class="cl-6f4bea62">icons</span></p></td><td class="cl-6f549cf4"><p class="cl-6f544ed2"><span class="cl-6f4bea62">0.2.0</span></p></td><td class="cl-6f549cf5"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-09-08</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cf6"><p class="cl-6f544ed2"><span class="cl-6f4bea62">patchwork</span></p></td><td class="cl-6f549cf7"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.1.2</span></p></td><td class="cl-6f549cf8"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-08-19</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cf9"><p class="cl-6f544ed2"><span class="cl-6f4bea62">purrr</span></p></td><td class="cl-6f549cfa"><p class="cl-6f544ed2"><span class="cl-6f4bea62">0.3.5</span></p></td><td class="cl-6f549cfb"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-10-06</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cf9"><p class="cl-6f544ed2"><span class="cl-6f4bea62">readr</span></p></td><td class="cl-6f549cfa"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2.1.3</span></p></td><td class="cl-6f549cfb"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-10-01</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cf3"><p class="cl-6f544ed2"><span class="cl-6f4bea62">readxl</span></p></td><td class="cl-6f549cf4"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.4.1</span></p></td><td class="cl-6f549cf5"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-08-17</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cfc"><p class="cl-6f544ed2"><span class="cl-6f4bea62">RefManageR</span></p></td><td class="cl-6f54c40c"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.4.0</span></p></td><td class="cl-6f54c40d"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-09-30</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f5475e8"><p class="cl-6f544ed2"><span class="cl-6f4bea62">sessioninfo</span></p></td><td class="cl-6f5475e9"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.2.2</span></p></td><td class="cl-6f5475ea"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2021-12-06</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f5475e5"><p class="cl-6f544ed2"><span class="cl-6f4bea62">stringr</span></p></td><td class="cl-6f5475e6"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.4.1</span></p></td><td class="cl-6f5475e7"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-08-20</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f549cf9"><p class="cl-6f544ed2"><span class="cl-6f4bea62">tibble</span></p></td><td class="cl-6f549cfa"><p class="cl-6f544ed2"><span class="cl-6f4bea62">3.1.8</span></p></td><td class="cl-6f549cfb"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-07-22</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f5475e5"><p class="cl-6f544ed2"><span class="cl-6f4bea62">tidyr</span></p></td><td class="cl-6f5475e6"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.2.1</span></p></td><td class="cl-6f5475e7"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-09-08</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-6f54c40e"><p class="cl-6f544ed2"><span class="cl-6f4bea62">tidyverse</span></p></td><td class="cl-6f54c40f"><p class="cl-6f544ed2"><span class="cl-6f4bea62">1.3.2</span></p></td><td class="cl-6f54c410"><p class="cl-6f544ed2"><span class="cl-6f4bea62">2022-07-18</span></p></td></tr></tbody></table></div></template> <div class="flextable-shadow-host" id="8adb91b8-d128-45be-b930-5ddc273c5468"></div> <script> var dest = document.getElementById("8adb91b8-d128-45be-b930-5ddc273c5468"); var template = document.getElementById("a4355ac0-627d-4e62-aba4-b04178877224"); var fantome = dest.attachShadow({mode: 'open'}); var templateContent = template.content; fantome.appendChild(templateContent); </script> ] --- # .brand-red[What outputs can I create?] .pull-left[ .content-box-yellow[ Documents - PDF - html - **word** - books +more Slides - html - powerpoint - beamer ] ] -- .pull-right[ .content-box-red[ Other - dashboards (flexdashboard) - notebooks - websites - shiny apps ] [See here for examples](https://rmarkdown.rstudio.com/gallery.html) ] ??? today we are going to focus on word outputs, specifically using the officedown package --- # .brand-red[Today we are focusing on:] .pull-left[ .content-box-yellow[ - creating a word document - basic formatting in markdown - including code in report - including tables in report - including graphics in report - cross reference tables and figures - in line reporting ] ] -- .pull-right[ <img src="assets/livetrouble.png" height=450 width=850> .font60[ Courtesy: Alison Horst [Artwork by @allison_horst](https://allisonhorst.com/) ] ] ??? - officedown package - gtsummary package - tidyverse approach to code - tips and tricks along the way --- class: sydney-blue # **Some tips with Word + Rmarkdown:** - knit regularly and check (esp figure size) -- - use the code chunk option for table captions: 'tab.cap = "Insert table caption"' -- - and code chunk option: 'tab.id="shortname"' with no symbols so you get "table 1" -- - use global code chunk option "fig.cap = TRUE" to make sure Figure captions work -- - "Clear knitr cache" is your friend, as is google and stackoverflow/github. -- - if you are going to PDF it.... create a PDF document! .fn[1] -- - if you want some cool features like interactive graphs & "sort-able" tables, try html! .footnote[[1] Will need latex or tinytex installed! [Instructions here](https://bookdown.org/yihui/rmarkdown-cookbook/install-latex.html)] --- # .brand-blue[**Resources:**] .font130[**Rmarkdown**] - [Rmarkdown cheatsheet](https://www.rstudio.org/links/r_markdown_cheat_sheet) - [Rmarkdown reference](https://www.rstudio.com/wp-content/uploads/2015/03/rmarkdown-reference.pdf) - [Rmarkdown cookbook](https://bookdown.org/yihui/rmarkdown-cookbook/) -- .font130[**gtsummary** @statistishdan] - [gtsummary help with lots of examples](https://www.danieldsjoberg.com/gtsummary/) - [gtsummary presentation](http://www.danieldsjoberg.com/gtsummary-weill-cornell-presentation/#1) - super responsive on stackoverflow -- .font130[**officedown** @DavidGohel] - [Officedown for word](https://ardata-fr.github.io/officeverse/officedown-for-word.html) ??? --- class: sydney-red background-image: url(assets/USydLogo-white.svg),url(https://upload.wikimedia.org/wikipedia/commons/b/be/Sharingan_triple.svg) background-size: 260px,100px background-position: 5% 95%,4% 70% # Thanks! .pull-right-2[ .pull-up[ ] .pull-down[ <a href="mailto:kristy.robledo@sydney.edu.au"> .white[<svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg"> <path d="M440 6.5L24 246.4c-34.4 19.9-31.1 70.8 5.7 85.9L144 379.6V464c0 46.4 59.2 65.5 86.6 28.6l43.8-59.1 111.9 46.2c5.9 2.4 12.1 3.6 18.3 3.6 8.2 0 16.3-2.1 23.6-6.2 12.8-7.2 21.6-20 23.9-34.5l59.4-387.2c6.1-40.1-36.9-68.8-71.5-48.9zM192 464v-64.6l36.6 15.1L192 464zm212.6-28.7l-153.8-63.5L391 169.5c10.7-15.5-9.5-33.5-23.7-21.2L155.8 332.6 48 288 464 48l-59.4 387.3z"></path></svg> kristy.robledo@sydney.edu.au] </a> <a href="https://kristyrobledo.github.io/Intro_Rmarkdown/"> .white[<svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg"> <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"></path></svg> kristyrobledo.github.io/Intro_Rmarkdown/] </a> <a href="http://twitter.com/kristyrobledo"> .white[<svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg"> <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"></path></svg> @kristyrobledo] </a> <a href="http://github.com/kristyrobledo"> .white[<svg viewBox="0 0 496 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg"> <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"></path></svg> @kristyrobledo] </a> ]] ??? sharingan