class: middle, title ### Big Team Collaboration on Data Management and Analysis with rOpenSci --- .pull-left[ #### Big Team Science Conference 2025 ] .pull-right[ #### Liz Hare, Yanina Bellini Saibene <br> [<svg aria-label="GitHub" role="img" viewBox="0 0 496 512" style="height:1em;width:0.97em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><title>GitHub</title><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> @LizHareDogs](https://github.com/LizHareDogs)<br> [<svg aria-label="Mastodon" role="img" viewBox="0 0 448 512" style="height:1em;width:0.88em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><title>Mastodon</title><path d="M433 179.11c0-97.2-63.71-125.7-63.71-125.7-62.52-28.7-228.56-28.4-290.48 0 0 0-63.72 28.5-63.72 125.7 0 115.7-6.6 259.4 105.63 289.1 40.51 10.7 75.32 13 103.33 11.4 50.81-2.8 79.32-18.1 79.32-18.1l-1.7-36.9s-36.31 11.4-77.12 10.1c-40.41-1.4-83-4.4-89.63-54a102.54 102.54 0 0 1-.9-13.9c85.63 20.9 158.65 9.1 178.75 6.7 56.12-6.7 105-41.3 111.23-72.9 9.8-49.8 9-121.5 9-121.5zm-75.12 125.2h-46.63v-114.2c0-49.7-64-51.6-64 6.9v62.5h-46.33V197c0-58.5-64-56.6-64-6.9v114.2H90.19c0-122.1-5.2-147.9 18.41-175 25.9-28.9 79.82-30.8 103.83 6.1l11.6 19.5 11.6-19.5c24.11-37.1 78.12-34.8 103.83-6.1 23.71 27.3 18.4 53 18.4 175z"/></svg> @LizHare](https://fosstodon.org/@lizhare) <br> [<svg aria-label="Envelope" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><title>Envelope</title><path d="M64 112c-8.8 0-16 7.2-16 16v22.1L220.5 291.7c20.7 17 50.4 17 71.1 0L464 150.1V128c0-8.8-7.2-16-16-16H64zM48 212.2V384c0 8.8 7.2 16 16 16H448c8.8 0 16-7.2 16-16V212.2L322 328.8c-38.4 31.5-93.7 31.5-132 0L48 212.2zM0 128C0 92.7 28.7 64 64 64H448c35.3 0 64 28.7 64 64V384c0 35.3-28.7 64-64 64H64c-35.3 0-64-28.7-64-64V128z"/></svg> LizHare@DogGenetics.com](mailto:LizHare@DogGenetics.com) <br> <br> [<svg aria-label="GitHub" role="img" viewBox="0 0 496 512" style="height:1em;width:0.97em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><title>GitHub</title><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> @yabellini](https://github.com/yabellini)<br> [<svg aria-label="Mastodon" role="img" viewBox="0 0 448 512" style="height:1em;width:0.88em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><title>Mastodon</title><path d="M433 179.11c0-97.2-63.71-125.7-63.71-125.7-62.52-28.7-228.56-28.4-290.48 0 0 0-63.72 28.5-63.72 125.7 0 115.7-6.6 259.4 105.63 289.1 40.51 10.7 75.32 13 103.33 11.4 50.81-2.8 79.32-18.1 79.32-18.1l-1.7-36.9s-36.31 11.4-77.12 10.1c-40.41-1.4-83-4.4-89.63-54a102.54 102.54 0 0 1-.9-13.9c85.63 20.9 158.65 9.1 178.75 6.7 56.12-6.7 105-41.3 111.23-72.9 9.8-49.8 9-121.5 9-121.5zm-75.12 125.2h-46.63v-114.2c0-49.7-64-51.6-64 6.9v62.5h-46.33V197c0-58.5-64-56.6-64-6.9v114.2H90.19c0-122.1-5.2-147.9 18.41-175 25.9-28.9 79.82-30.8 103.83 6.1l11.6 19.5 11.6-19.5c24.11-37.1 78.12-34.8 103.83-6.1 23.71 27.3 18.4 53 18.4 175z"/></svg> @yabellini](https://rstats.me/@yabellini) <br>] --- # Introductions and Perspectives .pull-left[ ###Yani - data science - community management - education - part of R-Ladies, The Carpentries, LatinR and rOpenSci ] .pull-right[ ### Liz - quantitative genetics - academic and academic-adjacent - independent work on data - joined ManyDogs Project, started thinking about collaborative coding - rOpenSci Champions program ] --- # What is [rOpenSci](https://ropensci.org) Tagline: ** Transforming science through open data, software & reproducibility ** rOpenSci is a community of practice - culture of open, reproducible research using shared data and reusable software - build infrastructure for sharing and collaboration, both socially and technically <br> <br> <img src="img/ropensci.png" alt="Logo de rOpenSci" width="300" style="float: right;" /> --- # rOpenSci Areas of Focus - Software Peer Review (Stats) - Infrastructure (social and technical) - Training and mentorship (and [training for mentorship!](https://ropensci.org/blog/2025/04/08/mentoring-tools/)) - Multilingual publishing --- # rOpenSci Community Resources ### They're multilingual .pull-left[ - [rOpenSci website](https://ropensci.org) - Friendly, detailed [Dev Guide in Spanish, Portuguese, and English](https://devguide.ropensci.org) containing - [Packaging Guide](https://devguide.ropensci.org) introducing R tools and practices - [Guide for Authors](https://devguide.ropensci.org/softwarereview_author.html) to lead you through the rOpenSci-specific process - [Guide for Reviewers](https://devguide.ropensci.org/softwarereview_reviewer.html) ] .pull-right[ <img src="img/cover.png" alt="Cover of “rOpenSci Packages: Development, Maintenance, and Peer Review” with illustrations of people assembling and reviewing packages on a conveyor belt. Speech bubbles and checkmarks represent communication and validation." width="250" /> ] --- # More Resources .pull-left[ Code review happens on [GitHub](https://github.com/ropensci) Each package review [happens in an issue](https://github.com/ropensci/software-review/issues), and some good first examples are recommended in the Guide for Reviewers. We use a [handy template](https://devguide.ropensci.org/reviewtemplate.html) - provides structure for review - checklist of items to review ] .pull-right[ <img src="img/template.png" alt="Review Template listing Conflict of interest, Documentation (statement of need, installation instructions, vignettes, function docs, examples and community guidelines) and functionality (installation, funcionality, performance, tests, packaging guidelines) to review" width="450" /> ] --- # More resources .pull-left[ - Join the rOpenSci Slack when you [start contributing](https://contributing.ropensci.org) - Check out the [rOpenSci Newsletter](https://ropensci.org/news/) and [blog](https://ropensci.org/blog/) ] .pull-right[ <img src="img/contrib_guide_cover.png" alt="Cover of rOpenSci Community Contributing Guide with illustrations of diverse people in science and technology, shown in hexagon frames" width="300" /> ] --- # Champions Program - Addresses concerned with sustainability and openness of research software - Diverse cohorts foster sustainability, open science, and equity - Stipend for participants, mentors and instructors --- # Champions Program Training - Code best practices - Version control and collaboration with Git and GitHub - Writing packages - Reviewing packages - Organizing inclusive open science events --- # Champions Program Features - Community - Mentoring - Write a package or review one - Outreach activity (blog post, webinar, talk or workshop) --- # Unexpected Benefits - Learn new packages and functions - Learn clearer and more efficient approaches you can use in your own work - Enjoy the puzzle of figuring out and following the authors' work - Introduction to object-oriented data structures helped in a future project - Ways of collaborating apply to private consulting project --- # Code Review and Big Team Science - Adapt rOpenSci practices for your projects data team - Use relevant Parts of the Development Guide and templates - learn the GitHub processes for collaboration on code; GitLab and Codeberg operate on similar principles - spirit of community and learning together --- ## Thank you! * BTSCon organizers * rOpenSci community and Champions Program