Businesses organized under an open source model to support to the R community, R Foundation and people using, maintaining and distributing R software. #Rstats #Rprogramming #opensource 🔗 r-consortium.org
Public Key
npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak Profile Code
nprofile1qqswmd3m8ym4vc7w45ccvyrn6ajavnykuz5z08ukrrhpjel3qsuyzecpz4mhxue69uhhyetvv9ujuerfw36x7tnsw43qz9thwden5te0wfjkccte9ekk7um5wgh8qatzqun5sf
Show more details
Published at
2026-07-08T15:28:03Z Event JSON
{
"id": "58cc5adab48cef0e44a7a0c140cfb14ad4987735b10490ab172f2d77777c0498" ,
"pubkey": "edb63b39375663cead31861073d765d64c96e0a8279f9618ee1967f104384167" ,
"created_at": 1783524483 ,
"kind": 0 ,
"tags": [
[
"proxy",
"https://fosstodon.org/users/RConsortium",
"activitypub"
],
[
"client",
"Mostr",
"31990:6be38f8c63df7dbf84db7ec4a6e6fbbd8d19dca3b980efad18585c46f04b26f9:mostr",
"wss://relay.ditto.pub"
]
],
"content": "{\"name\":\"R Consortium\",\"about\":\"Businesses organized under an open source model to support to the R community, R Foundation and people using, maintaining and distributing R software.\\n\\n#Rstats #Rprogramming #opensource\\n\\n🔗 r-consortium.org\",\"picture\":\"https://cdn.fosstodon.org/accounts/avatars/109/752/180/726/710/174/original/e536381fc448baef.png\",\"banner\":\"https://cdn.fosstodon.org/accounts/headers/109/752/180/726/710/174/original/12591f3f11603e68.png\",\"nip05\":\"[email protected] \",\"fields\":[]}" ,
"sig": "cf700e80315ef2fcef60c17a0b5a254c862c82392064bb0bc8aa65a9b060211050d64417bfe00aef481b2493d1f382ef1140c6f23208166b59e939cf850711ea"
}
Last Notes npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium The R Consortium #nlmixr2 Working Group on admixr2: fit PK/PD models to published aggregate data when patient-level data aren't available. Supports digitized mean±SD profiles, published NLME models (MBMA), and joint multi-study fits via nlmixr2/rxode2. Cross-post: https://r-consortium.org/posts/fitting-pk-pd-models-to-published-data-with-admixr2/ Explore Working Groups: https://r-consortium.org/all-projects/isc-working-groups.html #RStats #OpenSource #Pharmacometrics #RConsortium #nlmixr2 https://cdn.fosstodon.org/media_attachments/files/116/874/003/709/004/529/original/bbd4cb0402332882.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium How should researchers combine multiple expert judgments when consensus is difficult or time-consuming? In a new R Consortium blog post, David P. Wilkinson and Elliot Gould introduce {aggreCAT}, an open-source R package for mathematically aggregating expert judgments. https://r-consortium.org/posts/introducing-aggrecat-mathematical-aggregation-expert-judgements/ #RStats #OpenSource #ExpertJudgment https://cdn.fosstodon.org/media_attachments/files/116/800/513/796/585/484/original/1b643bcdfad78ba4.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium New from the R Consortium: an interview with Nicolas Nguyen, Integrated Operations Manager at Pernod Ricard Taiwan and developer of the planr R package. planr helps bring demand and supply planning workflows from spreadsheets into reproducible R workflows, including projected inventories, constrained demand, replenishment planning, stock coverage, and goods-in-transit projections. Read more: https://r-consortium.org/posts/supply-chain-planning-with-r-an-interview-with-nicolas-nguyen-developer-of-the-planr-r-package/ #RStats #OpenSource #SupplyChain #DataScience https://cdn.fosstodon.org/media_attachments/files/116/794/557/530/276/485/original/0c844b62a3fce1c2.jpg npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Free full workshop video now available. Garrett Grolemund, co-author of R for Data Science and creator of the Lubridate R package, walks through using AI, R, and health data in Positron. Covers Quarto reports, dashboards, Shiny apps, and AI-powered apps with QueryChat. https://r-consortium.org/webinars/use-ai-to-build-and-share-insights-from-health-data.html #rstats #Positron #Quarto #Shiny #AI https://cdn.fosstodon.org/media_attachments/files/116/755/328/913/742/931/original/6b54b36b69993369.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Deadline to register for the next R Dev Day, held during Cascadia R 2026, is June 12. R Dev Day @ Cascadia R 2026 is an open, collaborative event for people interested in contributing to base R code, documentation, or infrastructure that supports R contribution. New and experienced contributors are welcome. You do not need to register for Cascadia R Conf to attend R Dev Day. https://pretix.eu/r-contributors/r-dev-day-cascadiar-2026/ #rstats #CascadiaR #RDevDay #OpenSource #RStats https://hachyderm.io/@R_Contributors https://cdn.fosstodon.org/media_attachments/files/116/726/397/700/401/058/original/f859d7849be4cd91.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Next week! R Consortium workshop: Use AI to Build and Share Insights from Health Data The workshop will focus on reproducible, auditable workflows for generating insights from health data, building: • Quarto reports • Quarto dashboards • Shiny apps • AI-powered apps with QueryChat June 11, 2026 12:00–3:00 PM ET Register: https://r-consortium.org/webinars/use-ai-to-build-and-share-insights-from-health-data.html #RStats #RConsortium #HealthData #AI #Quarto #Shiny #Positron https://cdn.fosstodon.org/media_attachments/files/116/687/549/467/020/923/original/8e240b69f240eb5c.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium New from the R Consortium nlmixr2 Working Group: The nlmixr2 Working Group is expanding what open-source R tooling can support in pharmacometrics, including time-to-event modeling workflows that are important in clinical and drug-development settings. This new post highlights technical work from Justin Wilkins and the nlmixr2 Development Team on fitting parametric time-to-event models in nlmixr2. Read more: https://r-consortium.org/posts/survival-analysis-with-nlmixr2/ #RStats #Pharmacometrics #PKPD #ClinicalResearch #OpenSource https://cdn.fosstodon.org/media_attachments/files/116/654/118/397/042/113/original/9176f90957536080.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine continues with a hands-on R Consortium workshop on AI + health data. Garrett Grolemund, co-author of R for Data Science, creator of the Lubridate R package, and ASA award-winning educator, will show how to use Positron, AI agents, Quarto, Shiny, QueryChat, and Posit Connect to build and share reproducible health data insights. Use AI to build and share insights from health data June 11, 2026 12pm–3pm ET Register: https://r-consortium.org/webinars/use-ai-to-build-and-share-insights-from-health-data.html #RStats #HealthData #AI #Quarto #Shiny https://cdn.fosstodon.org/media_attachments/files/116/641/669/539/500/387/original/33ae6b7cc4ebbc8c.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium In a new post, R Consortium Executive Director Terry Christiani explains why open-source languages, packages, documentation, standards, and public examples are part of the foundation for better AI-enabled development. For companies that depend on R, supporting open source is not separate from AI strategy. It is part of it. Read more: https://r-consortium.org/posts/open-source-makes-ai-better/ #RStats #OpenSource #AI #DataScience npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 📢 The call for submissions for LatinR 2026 has been extended! There’s still time to share your projects, experiences, and work with the R community in Latin America 💜 🗓️ New deadline: June 1 ✍️ openreview.net/group?id=LATIN-R.com/2026/Conference 🔗 latinr.org 💬 Official languages: Spanish, Portuguese, English 📍Medellín, Colombia #LatinR #rstats https://cdn.fosstodon.org/media_attachments/files/116/601/982/219/987/512/original/e074b6a07544d011.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium The R Consortium R Submissions Working Group continues to help move regulatory submissions with R from concept to practical implementation. In Pilot 4, the group explored WebAssembly and Docker containers for packaging and running an R Shiny app for regulatory review. FDA feedback showed both approaches are technically feasible, highlighting practical needs around reproducibility, security, reviewer usability, and operational readiness. Read more: https://r-consortium.org/posts/beyond-feasibility-learning-from-fdas-response-to-webassembly-and-container-based-submissions/ #rstats #pharma https://cdn.fosstodon.org/media_attachments/files/116/573/266/279/845/352/original/0358e260bdaddee3.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R Consortium working groups are a practical on-ramp into the R community: open collaboration, technical contribution, and domain-specific work - often without needing to be from an R Consortium member company. The nlmixr2 working group has a new post on an invited seminar with FDA quantitative clinical pharmacology reviewers, covering open source tools, regulatory review, reproducibility, model interchange, and reviewer-friendly workflows. Read it: https://blog.nlmixr2.org/blog/2026-04-29-fda/ #RStats #Pharma https://cdn.fosstodon.org/media_attachments/files/116/567/695/004/646/568/original/2395320f38962280.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Missed R/Medicine 2026? Watch the recording of “You Should Probably Map That: Introduction to Geospatial Analysis in R.” This 1-hr demo, led by Anjile An, Weill Cornell Medical College, introduces practical geospatial analysis in R and shows how mapping can help reveal patterns, communicate results, and make health data more actionable. https://youtu.be/eSZ9FB5Dqnk #RStats #RMedicine2026 #Geospatial #HealthData https://cdn.fosstodon.org/media_attachments/files/116/558/625/335/942/875/original/b519566e88d0ee27.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine 2026 starts with 2 days of in-depth demos and workshops TOMORROW! There's still time to register! Full program here: https://rconsortium.github.io/RMedicine_website/Program.html #rstats #clinicaltrials #healthdata #healthcare https://cdn.fosstodon.org/media_attachments/files/116/518/143/643/031/948/original/67473569f404380a.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium This coming week! R/Consortium 2026! May 5-8, 100% virtual Two days of in-depth, hands-on demos and workshops, then two days of Keynotes, Talks, Lightning Talks and plenty of time built in for your questions - Connect directly with speakers and peers Don't miss it! https://rconsortium.github.io/RMedicine_website/Program.html #rstats #clinicaltrials #opensource #healthcare https://cdn.fosstodon.org/media_attachments/files/116/512/957/126/111/629/original/c1ff5ac4e68ae5f4.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R Consortium technical grants deadline coming up May 1 The R Consortium funds projects that strengthen the R ecosystem’s technical and social infrastructure. Help build the R community! Full details here: https://r-consortium.org/all-projects/callforproposals.html List of previous projects: https://r-consortium.org/all-projects/funded-projects.html npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Introduction to R for Clinical Data "A gentle introduction to R and data science for healthcare professionals and clinical researchers" Led by Richard Hanna, Data Science Supervisor with the Cell and Gene Therapy Informatics Team at the Children’s Hospital of Philadelphia At R/Medicine 2026, May 5-8! Register today! https://rconsortium.github.io/RMedicine_website/Program.html #rstats #clinicaltrials https://cdn.fosstodon.org/media_attachments/files/116/478/686/449/641/737/original/2955bc1eeb8bbebd.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine 2026 is next week! Register now! Just one of the great lineup of workshops and demos: "You Should Probably Map That: Introduction to Geospatial Analysis in R" By Anjile An, Weill Cornell Medical College https://rconsortium.github.io/RMedicine_website/Program.html #rstats #opensource #clinicaltrials #geospatial https://cdn.fosstodon.org/media_attachments/files/116/477/884/881/614/623/original/9b6eaf9350ae9f46.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine 2026 covers R being used across the full health data workflow - from clinical data entry and REDCap pipelines to reproducible reporting, large-scale analysis, and AI-assisted tools. Register today! https://rconsortium.github.io/RMedicine_website/Program.html #rstats #clinicaltrials #healthdata #datascience https://cdn.fosstodon.org/media_attachments/files/116/473/384/659/402/832/original/59c57d687d45f0e3.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine 2026 is approaching, with keynotes on software sustainability, accountable algorithm design, and rigorous evaluation of generative AI. Join keynote talks from Yanina Bellini Saibene, David Robinson, and Peter Gruber. Register now: https://rconsortium.github.io/RMedicine_website/ #rstats #clinicaltrials #healthcare #opensource @nprofile…g9jv https://cdn.fosstodon.org/media_attachments/files/116/456/029/762/645/299/original/6da48257a940107e.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine Hackathon is tomorrow! We will focus specifically on the {teal} package, from the Pharmaverse ecosystem, a framework for building interactive exploratory data analysis applications in clinical trials. Beginners very welcome, registration for R/Medicine required. Sign up, prep, and all the deets here: https://rconsortium.github.io/RMedicine_website/Hackathon.html #rstats #opensource #clinicaldata #hackathon https://cdn.fosstodon.org/media_attachments/files/116/449/891/410/617/446/original/1255236b1aab54bb.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Next week! A Pharmaverse Hackathon in the lead up to RMedicine 2026 Work on {teal}, a framework for building interactive exploratory data analysis apps for clinical trials. Beginners are welcome. You must be registered for R/Medicine 2026. Hackathon info: https://rconsortium.github.io/RMedicine_website/Hackathon.html R/Medicine info: https://rconsortium.github.io/RMedicine_website/ https://cdn.fosstodon.org/media_attachments/files/116/421/295/758/736/705/original/f549c1b954338f09.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium The R ecosystem grows through community. In 2026, R Consortium is supporting major R-related events around the world to help strengthen collaboration, accessibility, and long-term ecosystem growth across regions, domains, and user communities. From flagship conferences to grassroots initiatives, this support helps expand participation and create more opportunities to learn, connect, and contribute to R. Read more: https://r-consortium.org/posts/investing-in-the-r-community-our-support-for-global-r-events-in-2026/ #rstats #opensource #community https://cdn.fosstodon.org/media_attachments/files/116/409/912/573/636/911/original/3897942af0e0323b.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Open source in R - don’t know where to start? Start TOMORROW! Join the R Consortium webinar tomorrow, Wed, April 8: “Make your first R open source project contribution with git, forks, and PRs” 👉 Register here: https://r-consortium.org/webinars/make-your-first-r-open-source-project-contribution.html Build real experience. Collaborate globally. Contribute to R. https://cdn.fosstodon.org/media_attachments/files/116/363/734/659/673/867/original/14ebad0f96eb5965.jpg npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🚀 The R Consortium Technical Grant Cycle is now open! Have an idea to improve R’s technical infrastructure? Apply for funding! We support projects with broad impact across the global R community—tools, infrastructure, and community initiatives. 📅 Apply by May 1 📅 Decisions by June 1 Get details + apply: R Consortium grant guidelines #rstats #opensource #datascience #rconsortium #rcommunity npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium If you’ve thought about contributing to open source in R but didn’t know where to start, this is your entry point. “Make your first R open source project contribution with git, forks, and PRs” with Daniel Chen (Posit) Practical walkthrough using real workflows from the R ecosystem. Part of the lead-up to R/Medicine 2026. 👉 Register here: https://r-consortium.org/webinars/make-your-first-r-open-source-project-contribution.html #rstats #opensource #rprogramming #datascience https://cdn.fosstodon.org/media_attachments/files/116/303/695/748/854/590/original/e6cdc647b1691b97.jpg npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Open source when there is sustained investment, coordination, and leadership. Terri Christiani, Executive Director of the R Consortium, outlines why the momentum in the R ecosystem right now is structural, not incremental. • Coordinated progress across working groups tackling production-level challenges • Conferences like R/Medicine, R+AI, and Risk translating expertise into real-world impact • Ongoing industry investment https://r-consortium.org/posts/community-growth-collaboration-momentum-across-r-ecosystem/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/116/258/004/370/044/267/original/559059cf3b4e4bbb.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine Call for Proposals has been extended by one week! New deadline: March 13 Submit a Talk, Lightning Talk, Demo, or Workshop and share your work with the R community using R and Shiny for health, laboratory, and clinical data. First-time speakers are strongly encouraged. R/Medicine is designed to be welcoming for presenters at all levels, from beginner to expert. For feedback: [email protected] Submit here: https://rconsortium.github.io/RMedicine_website/Submit.html #rstats #opensource #healthcare https://cdn.fosstodon.org/media_attachments/files/116/173/611/695/483/447/original/b0b4e65742061999.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Jeremy Horne, organizer of the Birmingham (UK) R User Group, recently spoke with the R Consortium about rebuilding Birmingham’s R community as an inclusive space for learning and collaboration https://r-consortium.org/posts/jeremy-horne-on-building-inclusive-r-communities-across-the-uk/ #rstats #opensource #community https://cdn.fosstodon.org/media_attachments/files/116/161/013/000/432/416/original/c89992809fd70c05.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R/Medicine CFP is open 🩺🧪 Deadline: March 6 (still time!) Submit: Talks • Lightning Talks • Demos • Workshops — share how you use R + Shiny for health, lab, and clinical data. First-time speaker? Not sure about your abstract? Email for feedback: [email protected] https://rconsortium.github.io/RMedicine_website/Submit.html #rstats #healthcare #pharma #clinicaldata #datascience https://cdn.fosstodon.org/media_attachments/files/116/127/503/372/921/104/original/3f63c3615c5b40a4.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Malaysia’s R community is growing! 🇲🇾 In this new R Consortium interview, Richie Yu Yong Poh shares how the Malaysia R User Group grew from a small network into a platform that actively connects students, researchers, and industry practitioners—through seminars, hands-on workshops, and a flagship two-day annual conference. https://r-consortium.org/posts/bringing-students-researchers-and-industry-together-with-r-in-malaysia #rstats #opensource #datascience #Malaysia #Shiny #tidyverse #community #analytics https://cdn.fosstodon.org/media_attachments/files/116/043/010/262/788/377/original/6141f6e642b61e37.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R and Security! From the Risk 2026 talk “A Bayesian R Framework for Quantifying Cyber Risk Using the FAIR Model and MITRE ATT&CK”: A fully open, R-based quantitative cyber-risk model combining FAIR + MITRE ATT&CK. Uses {cmdstanr}, Bayesian inference, and Monte Carlo to estimate ALE, incident frequency, and loss exceedance curves—transparent + reproducible. Abstract: https://rconsortium.github.io/Risk_website/Abstracts.html#joshua-connors Register for Risk 2026! #RStats #CyberSecurity #BayesianStatistics #RiskManagement https://cdn.fosstodon.org/media_attachments/files/116/024/812/872/996/817/original/e1807b941bcefd55.jpg npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Latest from the new R Consortium nlmixr2 Working Group: nlmixr2—an R-based, open-source nonlinear mixed-effects modeling package that can compete with commercial pharmacometrics tools and support regulatory submissions—now supports inter-occasion variability (IOV). Read the full details in their newest blog post: https://r-consortium.org/posts/from-nlmixr2-working-group-nlmixr2-inter-occasion-variability #rstats #submissions #pharma https://cdn.fosstodon.org/media_attachments/files/116/008/809/270/236/845/original/3500425749ffd1eb.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Risk 2026 · Full schedule available! R is used to calculate, measure, report, or mitigate risk. Find out the latest techniques, ask your questions directly to speakers, connect with other R users. Reproducible validation, Agentic R workflows, Security, risk visuals (ggplot design), outbreak-time geospatial risk modelling, much more... Check out the full schedule and register now! https://rconsortium.github.io/Risk_website/program.html #rstats #rprogramming #risk https://cdn.fosstodon.org/media_attachments/files/116/002/335/356/029/480/original/0805aa7a85a05598.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Risk 2026 has talks covering finance, public health, climate, cyber security and more. The R community will be looking in depth at all kinds of risk and how it is measured and communicated. Join us! Connect with the R community! https://rconsortium.github.io/Risk_website/ #rstats #datascience #risk https://cdn.fosstodon.org/media_attachments/files/115/939/406/351/204/189/original/2200763110bb56b8.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 📣 R Consortium webinar: Scaling up data analysis in R with Arrow If “scaling R” has meant databases/clusters or rewriting everything, this session is for you. Dr Nic Crane (Arrow R maintainer; Apache Arrow PMC) will walk through practical, memory-efficient ways to work with larger datasets in R—plus why Parquet is a workflow upgrade and where DuckDB fits. Register: https://r-consortium.org/webinars/scaling-up-data-analysis-in-r-with-arrow.html #rstats #arrow #parquet #duckdb #opensource https://cdn.fosstodon.org/media_attachments/files/115/924/700/158/134/281/original/1a0fe96623868977.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium New! Ella Kaye on the R Contributors project—R Dev Days, office hours, and how GitHub helps lower barriers to contributing to base R - plus a “learn with joy” story and history of rainbowR for LGBTQ+ folk who code in R https://r-consortium.org/posts/contributing-to-base-r-with-coding-equity-and-joy-inside-the-r-contributors-project/ @ellakaye.co.uk #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/115/894/234/230/009/697/original/438a80af03f84d6d.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R+AI 2025 (Nov 12-23) - Keynote: Joe Cheng, CTO @ Posit Talk: “Keeping LLMs in Their Lane: Focused AI for Data Science and Research” Register now! https://rconsortium.github.io/RplusAI_website/ #rstats #AI #DataScience @nprofile…p3q0 https://cdn.fosstodon.org/media_attachments/files/115/361/946/201/111/361/original/cef05dbeaecb4f81.jpg npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R+AI 2025 • Nov 12–13 • Online • Low-cost Skip the hype. See how R + AI works in production Keynote: Joe Cheng (Posit, CTO) on focused, reliable LLMs for data science • Who R+AI is for: hands-on R users, ML beginners, LLM experimenters, and teams shipping AI in finance, healthcare, marketing, and research • What you’ll get: practical sessions, reproducible workflows, real examples in R • Pricing: students from $25; affordable tiers for pros Register now! https://rconsortium.github.io/RplusAI_website/ #RStats https://cdn.fosstodon.org/media_attachments/files/115/350/600/284/469/151/original/029ca9fa9792a56d.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 📢 WEBINAR NEXT WEEK: Topological Data Analysis in R Learn how topological data analysis (TDA) techniques are being integrated into everyday R workflows—more accessible for researchers and analysts beyond the specialists. 👉 Details & registration: https://r-consortium.org/webinars/modular-interoperable-extensible-topological-data-analysis-in-r.html #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/115/312/651/495/446/542/original/a30362f093cffcf1.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🚀 Moving from SAS to R in pharma isn’t simple—but it’s possible. Join the R Consortium webinar to see how ProCogia recreated a closed-source SAS pipeline in R. 📅 Sept 9, 9am PT / 12pm ET 🎙️ Gabriel Brock, R Developer Register: https://r-consortium.org/webinars/sas-to-r-in-pharma-creating-custom-solutions-for-closed-source-code.html #rstats #pharma #opensource https://cdn.fosstodon.org/media_attachments/files/115/142/649/323/166/706/original/9ab32471f69220de.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🚀 TOMORROW! R Consortium webinar: Unlocking Collaborative Power with Git, GitHub CI/CD & LLMs in Pharma Learn how: • GitHub enabled collab • CI/CD cut errors with automated QC • LLMs go beyond rule-based checks 📅 https://r-consortium.org/webinars/unlocking-collaborative-power-with-git-github-ci-cd-and-llms-in-pharma.html #RStats #ClinicalTrials #GitHub #Pharma #OpenSource https://cdn.fosstodon.org/media_attachments/files/115/100/791/955/865/572/original/52e24b53bd1ef762.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🎯 R User Group Finland: Reviving Communities Through Practical Projects Vicent Boned and Marc Eixarch transformed an R user group by focusing on real-world applications - from Spotify music reports to Helsinki real estate analysis. Read more: https://r-consortium.org/posts/spotify-stats-and-real-estate-insights-r-user-group-finland-builds-practical-projects/ #rstats #opensource #datascience #community https://cdn.fosstodon.org/media_attachments/files/115/090/162/830/670/454/original/fe042d16edbd7188.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 📢 Aug 28, 10 AM PT / 1 PM ET – R Consortium webinar: Unlocking Collaborative Power with Git, GitHub CI/CD & LLMs in Pharma Learn how pharma teams use GitHub Actions for automated QC, cut errors, and speed workflows—plus an LLM preview for QC edge cases. Speakers: Ning Leng (Roche), Eli Miller (Atorus Research), and Ben Straub (GSK) 🔗 https://r-consortium.org/webinars/unlocking-collaborative-power-with-git-github-ci-cd-and-llms-in-pharma.html #rstats #opensource #clinicaltrials #pharma #DevOps #LLM #GitHub #CI_CD https://cdn.fosstodon.org/media_attachments/files/115/012/007/926/690/886/original/fa6091a110a93021.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium SAS ➡️ R in Pharma Webinar 🗓️ Sept 9 • 09:00 PT / 12:00 ET Speaker: Gabriel Brock (ProCogia) Discover how a regulated pharma pipeline built on a proprietary SAS function was rebuilt in open-source R—and why a rigorous evaluation is a must for compliance. 🔗 Register → https://r-consortium.org/webinars/sas-to-r-in-pharma-creating-custom-solutions-for-closed-source-code.html #rstats #opensource #pharma #biostatistics #SAS #R #datascience #webinar #Fediverse https://cdn.fosstodon.org/media_attachments/files/114/988/061/366/092/453/original/34add0cd9ad9c244.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🚨 New R Consortium webinar: Unlocking Collaborative Power with Git, GitHub CI/CD, and LLMs in Pharma 🗓️ Aug 28, 10 AM PT / 1 PM ET 🔗 https://r-consortium.org/webinars/unlocking-collaborative-power-with-git-github-ci-cd-and-llms-in-pharma.html Learn how pharma teams use open tools to collaborate. https://cdn.fosstodon.org/media_attachments/files/114/942/985/105/173/004/original/63e4d28711ea5b56.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Open Source Software Adoption in Japan’s Pharma — JPMA 2024 R Survey highlights: • 60%+ of companies use R • 16 have used/plan to use R for FDA/PMDA submissions • 25% use pharmaverse (admiral, rtables, pkglite) • 80%+ are interested in submitting Shiny apps (Pilot 4 style) Join the R Consortium × JPMA webinar + live Q&A. Speakers: Shinichi Hotta (Sumitomo), Yuki Matsunaga (Novartis) Register: https://r-consortium.org/webinars/open-source-adoption-in-japans-pharma-industry.html #rstats #opensource #japan #pharma https://cdn.fosstodon.org/media_attachments/files/114/899/104/526/083/043/original/bb89d30d85746121.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🚀 Webinar: Unlocking Collaborative Power with Git, GitHub CI/CD & LLMs in Pharma 🧬 🗓 Aug 28 2025 ‑ 10 AM PT / 1 PM ET Discover how 15+ programmers from multiple companies streamlined clinical‑trial stats with: • smart branching & PR reviews • GitHub Actions‑driven QC automation • LLM checks for edge‑case validation Speakers: Ning Leng (Roche), Eli Miller (Atorus), Ben Straub (GSK) Register 👉 https://r-consortium.org/webinars/unlocking-collaborative-power-with-git-github-ci-cd-and-llms-in-pharma.html #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/891/292/681/313/523/original/396c8727068ae3f6.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium NEXT WEEK! R Consortium webinar: Open Source Software Adoption in Japan's Pharma Industry Key highlights: -- Over 60% of companies have adopted R; 16 have used or plan to use R for regulatory submissions (e.g., FDA, PMDA). -- 25% are actively using pharmaverse packages such as Admiral, rtables, and pkglite. -- More than 80% expressed interest in submitting R Shiny applications, similar to the R Consortium’s Pilot 4. Register for free: https://r-consortium.org/webinars/open-source-adoption-in-japans-pharma-industry.html #rstats #pharma https://cdn.fosstodon.org/media_attachments/files/114/874/762/959/148/254/original/942b14fde609e31b.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium @nprofile…g87a It will be 100% virtual npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Call for Proposals is open! Join us at R+AI 2025, our inaugural conference dedicated to the open-source R community and every facet of artificial intelligence. Whether you’re just getting started or a researcher pushing the boundaries of deep learning or responsible AI—there’s something here for you! https://r-consortium.org/posts/r_plus_ai_call_for_proposals/ #RStats https://cdn.fosstodon.org/media_attachments/files/114/830/786/973/046/227/original/8e429ed754cf85ff.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Teaching R to investigative journalists in Brazil The Brazilian Association of Investigative Journalism (Abraji)'s annual international congress will take place on July 10th-13th in São Paulo, Brazil. The final day - “Domingo de Dados” (Data Sunday) - is a full day for journalist professionals and students to learn new skills to apply data science in their investigations and coverage. Find out more! https://r-consortium.org/posts/teaching-r-to-investigative-journalists-in-brazil/ #rstats #journalism #datajournalism https://cdn.fosstodon.org/media_attachments/files/114/814/343/390/423/862/original/97046d0d9a4c30f1.jpg npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Open Source Software Adoption in Japan's Pharma Industry: Key Findings from the 2024 JPMA R Usage Survey https://r-consortium.org/webinars/open-source-adoption-in-japans-pharma-industry.html Join us for a special webinar hosted by R consortium and the Japan Pharmaceutical Manufacturers Association (JPMA) to explore the results of the "2024 OSS Usage Status Questionnaire Report." How #pharma in Japan adopting open-source software — particularly R — and how trends have evolved since our last survey in 2022. #rstats #opensource #japan https://cdn.fosstodon.org/media_attachments/files/114/790/932/595/536/640/original/f46ede461c473d57.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Strength in Numbers - Water quality monitoring using R, Posit and Esri How developing an analytics community at the Virginia Department of Environmental Quality has led to technological integrations and process improvements - modernizing data collection methods https://r-consortium.org/posts/strength-in-numbers/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/778/609/787/207/422/original/1334517a5dd0a6b8.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium TODAY! Water quality monitoring using R, Posit and Esri - modernizing data collection methods From Virginia Dept of Environmental Quality (DEQ) Webinar - June 27, 1pm ET https://r-consortium.org/webinars/from-paper-to-pixels-digitizing-water-quality-data-collection-with-posit-and-esri-integration.html #EnvironmentalMonitoring #RStats #WaterData #GIScience #Esri @posit_pbc https://cdn.fosstodon.org/media_attachments/files/114/755/424/896/556/991/original/f4e74b03c57fefe7.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Digitizing Water Quality Data Collection with Posit and Esri Integration Webinar - This Friday! June 27, 1pm ET The VA Dept of Environmental Quality (DEQ) will cover their integration of Posit and Esri to modernize data collection methods for water quality monitoring. Sign up now! https://r-consortium.org/webinars/from-paper-to-pixels-digitizing-water-quality-data-collection-with-posit-and-esri-integration.html #EnvironmentalMonitoring #RStats #WaterData #GIScience #Esri #posit #Rstudio https://cdn.fosstodon.org/media_attachments/files/114/744/100/007/710/445/original/5b62cd40d9546b14.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Thanks @nprofile…45ag ! Fantastic webinar, fantastic info on R-spatial best practices, packages, hot tips, things to keep your eye out for, and tons more! Thank you! npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 3 great free R Consortium webinars coming up this next week! Register now! 3 of 3 "R for Health Technology Assessment (HTA): Identifying Needs, Streamlining Processes, and Building Bridges" with Karolin Struck, SmartStep; Christian Haargaard Olsen, Novo Nordisk; and Rose Hart, Dark Peak Analytics June 30, 10am ET https://r-consortium.org/webinars/r-for-health-technology-assessment-identifying-needs-streamlining-processes-and-building-bridges.html #rstats #healthcare https://cdn.fosstodon.org/media_attachments/files/114/711/998/978/405/750/original/b5e098c343b9bfc5.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 3 great free R Consortium webinars coming up this next week! Register now! 2 of 3 "From Paper to Pixels: Digitizing Water Quality Data Collection with Posit and Esri Integration" with Virginia Department of Environmental Quality -- Joe Famularo, Analytics System Administrator -- Maddie Moore, GIS System Administrator -- Emma Jones, Water Monitoring Supervisor -- Scott Hasinger, Water Monitoring Supervisor June 27, 1pm ET https://r-consortium.org/webinars/from-paper-to-pixels-digitizing-water-quality-data-collection-with-posit-and-esri-integration.html #rstats #environment #waterquality https://cdn.fosstodon.org/media_attachments/files/114/711/996/827/300/628/original/2a95b7dfddf5a8dc.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 3 great free R Consortium webinars coming up this next week! Register now! 1 of 3 "Scaling the r-spatial ecosystem for the modern composable data pipeline" with Dewey Dunnington (@nprofile…45ag), Senior Software Engineer at Wherobots June 24, 1pm ET Register now! https://r-consortium.org/webinars/scaling-the-r-spatial-ecosystem-for-the-modern-composable-data-pipeline.html #rstats #RStatsCommunity #rprogramming #OpenSource https://cdn.fosstodon.org/media_attachments/files/114/711/978/008/847/776/original/82f83a044e1f92f9.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium From Paper to Pixels: Digitizing Water Quality Data Collection with Posit and Esri Integration Webinar: June 27, 10am PT / 1pm ET The Virginia Department of Environmental Quality (DEQ) administers laws and regulations associated with air quality, water quality and more in the Commonwealth of Virginia. In this webinar, we will focus on the integration of our Posit and Esri environments to modernize data collection methods for water quality monitoring. https://r-consortium.org/webinars/from-paper-to-pixels-digitizing-water-quality-data-collection-with-posit-and-esri-integration.html #RStats https://cdn.fosstodon.org/media_attachments/files/114/699/805/239/990/414/original/efdf3d772e54b275.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R for Health Technology Assessment (HTA): Identifying Needs, Streamlining Processes, and Building Bridges June 30, 2025 - 7am PT / 10am ET / 4pm CEST https://r-consortium.org/webinars/r-for-health-technology-assessment-identifying-needs-streamlining-processes-and-building-bridges.html The HTA Working Group within the R Consortium has the goal of supporting the use of R for HTA across academia, industry and authorities. In this webinar we will present our initial findings! Open to all! #rstats #rprogramming #healthcare https://cdn.fosstodon.org/media_attachments/files/114/694/210/371/141/318/original/1b4820053cf281e0.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium A Community-Powered Future for Regulatory R: Introducing Our Fundraising Campaign We've officially launched a fundraising campaign for the Regulatory R Repository — a critical initiative built to support the safe, efficient, and confident use of R packages in regulated environments. Make a difference! https://r-consortium.org/posts/community-powered-future-for-regulatory-r-introducing-our-fundraising-campaign/ #rstats #opensource #community https://cdn.fosstodon.org/media_attachments/files/114/660/188/547/149/345/original/4adbe292c899be5d.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Brewing Success with R.U.M.: How Inclusivity Fuels Manchester's Thriving R Community The R User Group at the University of Manchester (R.U.M.) is bringing together a diverse community of students, researchers, and staff dedicated to advancing their skills in R programming. Their shared goal is to create an inclusive environment for learning and collaboration, which has driven the growth and success of the R.U.M. community. https://r-consortium.org/posts/brewing-success-with-rum-how-inclusivity-fuels-manchesters-thriving-r-community/ #rstats #rprogramming https://cdn.fosstodon.org/media_attachments/files/114/654/680/023/506/780/original/d41e9d0715767ff1.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Tidy topological machine learning with TDAvec and tdarec by Jason Cory Brunson, Alexsei Luchinsky, Umar Islambekov Topological data analysis (TDA) is increasingly integrated into machine learning. Introducing two R packages—TDAvec and tdarec—to bridge TDA with the Tidymodels ecosystem, offering efficient persistent homology vectorization and tidy ML pipelines. Bug reports, feature requests, and code contributions welcome! https://r-consortium.org/posts/tidy-topological-machine-learning-with-tdavec-and-tdarec/ #rstats #rprogramming #topological npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Thank you very much to @nprofile…p3q0 for sponsoring R/Medicine 2025! Your support is helping build a world-class forum for sharing R based tools and approaches used to analyze and gain insights from health data! https://rconsortium.github.io/RMedicine_website/ #rstats #opensource #RMed25 https://cdn.fosstodon.org/media_attachments/files/114/615/577/894/403/879/original/d00c34e8a7d3abd6.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Super‑charging R with Oracle Database: Getting Started with the ROracle Driver THIS WEEK! June 5, 2025 - 9am PT / 12pm ET Sign up now! https://r-consortium.org/webinars/super-charging-r-with-oracle-database.html Find out about ROracle installation and configuration steps, key features, performance best practices, and the future roadmap of the driver. The webinar includes with a practical demo showcasing real-world data exploration and AI vector similarity search. #rstats #opensource #oracle #rprogramming https://cdn.fosstodon.org/media_attachments/files/114/614/325/535/645/846/original/48c69bae5366fbcf.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R Medicine 2025 - Coming up June 9-13 - 5 days of sessions on R based tools and approaches used to analyze and gain insights from health data - Hands on demos and Workshops, talks, lightning talks, and more! Low priced tickets still available! https://rconsortium.github.io/RMedicine_website/Program.html #rstats #RMed25 https://cdn.fosstodon.org/media_attachments/files/114/586/688/111/778/203/original/a131f1e4e5d5a5f0.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Making Computer Vision for R Easily Accessible In this interview, we talk with Frank Hull, developer of {kuzco}, and explore the ideas behind {kuzco}, its use of LLMs, and how it differs from conventional deep learning frameworks like {keras} and {torch} in R. {kuzco} is open source and the project is actively looking for contributions, both technical and non-technical. https://r-consortium.org/posts/exploring-kuzco-making-computer-vision-for-r-easily-accessible/ #rstats #opensource #AI #LLM https://cdn.fosstodon.org/media_attachments/files/114/552/127/713/153/503/original/909263544ade354d.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Validating In-House R Packages R Validation Hub second community meeting of 2025! This will be a collaborative session for sharing about the validation of in-house R packages and building confidence in in-house R packages. This is a chance to exchange insights, strategies, and challenges related to the risk assessment, trustworthiness, and reliability of internal R packages and collections of functions. May 27, 2025, 9AM PT / 12PM ET Meeting: bit.ly/rvalhub-may27 #rstats #OpenSource https://cdn.fosstodon.org/media_attachments/files/114/523/945/077/494/028/original/892d85a6634fc06b.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Full schedule published for R/Medicine 2025! 5 days total! 3 days, multiple tracks of Workshops, Demos, and Panels 2 days, single track of Keynotes and Presentations Don't miss it, register now! https://rconsortium.github.io/RMedicine_website/Program.html #rstats #opensource #Medicine https://cdn.fosstodon.org/media_attachments/files/114/519/284/832/133/913/original/f692b2e9e8e592b4.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium A unifying toolbox for handling persistence data - by Aymeric Stamm, Jason Cory Brunson Topological data analysis (TDA) is a rapidly growing field that uses techniques from algebraic topology to analyze the shape and structure of data. The {phutil} package provides a unified toolbox for handling persistence data. It offers consistent data structures and methods that work seamlessly with outputs from various TDA packages. Find out more! https://r-consortium.org/posts/unifying-toolbox-for-handling-persistence-data/ #rstats #opensource #topology https://cdn.fosstodon.org/media_attachments/files/114/518/436/690/217/475/original/482ae1bd14e08546.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Iko Musa, founder of the Unijos R Users Group at the University of Jos (UNIJOS), Nigeria, spoke with the R Consortium about how the group built an inclusive and cross-disciplinary R community in northern Nigeria. He highlighted their efforts to improve accessibility through online sessions, providing internet support for undergraduates, and hosting practical events like a recent Meetup on outbreak mapping in R. https://r-consortium.org/posts/disease-outbreak-mapping-open-source-and-outreach-unijos-r-users-group-in-nigeria-leads-the-way/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/496/278/041/760/274/original/89f92046a4d33b0f.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium 🌟 Join Us in Advancing The Pharma Industry! 🌟 The R Consortium and R Validation Hub are excited to announce the launch of our fundraising campaign for the Regulatory R Repository! This initiative aims to support the pharmaceutical industry's transition to using the R statistical programming language for clinical research and drug submissions. https://www.pharmar.org/repository/ Let's make a difference together! 💪📊 #Pharma #ClinicalResearch #RLanguage #OpenSource #RegulatoryCompliance #DataScience https://cdn.fosstodon.org/media_attachments/files/114/462/604/795/921/133/original/c93d26fa9be7fbf2.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Kamil Sijko, organizer of both the R Users and R-Ladies Warsaw groups, recently spoke with the R Consortium about the evolving R community in Poland. He discussed industry collaborations with companies like AstraZeneca and Appsilon, and he also highlighted a recent open-source project on patient randomization, demonstrating how R can be effectively integrated into modern software ecosystems, particularly in medical applications. https://r-consortium.org/posts/microservices-randomization-apis-and-r-in-the-medical-sector-warsaws-data-community-in-focus/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/433/601/861/863/249/original/5764eda83a5e9f20.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium @nprofile…7xp4 Yes, can't wait! It's listed here on the R/Medicine site: https://rconsortium.github.io/RMedicine_website/workshops.html#rix-reproducible-data-science-environments-with-nix npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Huge thanks to Genentech for sponsoring R/Medicine 2025! Your support is helping build a world-class forum for sharing R based tools and approaches used to analyze and gain insights from health data! https://rconsortium.github.io/RMedicine_website/ #rstats #opensource #RMed25 https://cdn.fosstodon.org/media_attachments/files/114/393/634/749/982/723/original/9d45a5b9f2a9ae3f.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Quarterly Round Up from the R Consortium Executive Director Terry Christiani highlights upcoming events like R/Medicine 2025 and useR! 2025, opportunities for non-members to join Working Groups, and tons more! https://r-consortium.org/posts/quarterly-round-up-from-the-r-consortium/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/389/846/615/116/318/original/1179c568d9bec3f8.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Ozan Evkaya, University Teacher, University of Edinburgh, and one of the local organizers of the Edinburgh R User group, spoke with the R Consortium about his journey in the R community and his efforts to strengthen R adoption in Edinburgh. He covers his research in dependence modeling and contributions to open-source R packages, highlighting how R continues to shape his work in academia and community building. https://r-consortium.org/posts/strengthening-r-communities-across-borders-ozan-evkaya-on-organizing-the-edinburgh-r-user-group/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/349/032/837/704/602/original/14e7907e5077115c.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium EXTENDED! Call for Proposals for R/Medicine 2025 - Closes April 18, 2025! Join the community, share your own experience with R and health data! First time submitting? No problem! We have lots of different ways to contribute! Lightning talks (10 min), Regular talks (20 min), Demos (1 hour demo of an approach or a package), Workshops (2-3 hours on a topic) Apply now! https://rconsortium.github.io/RMedicine_website/Abstracts.html #rstats #opensource #RMed25 https://cdn.fosstodon.org/media_attachments/files/114/314/474/755/893/955/original/f90fb996e9dfccd0.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Great news! R/Medicine 2025 is providing a forum for sharing R based tools and approaches used to analyze and gain insights from health data. And, there's still time to get in on Early Bird Pricing! Register by April 10 to save on your ticket and join the premier R conference health and medicine. Don't miss out—prices go up soon! 🔗 Register today: https://rconsortium.github.io/RMedicine_website/Register.html #rstats #opensource #RMed25 https://cdn.fosstodon.org/media_attachments/files/114/303/384/462/181/174/original/dc2002a4cd09071f.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium @nprofile…h9kv 👍 npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium @nprofile…h9kv All times are in ET and while the schedule is not published yet, R/Medicine in the past has typically gone from about 11am-5pm ET. npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium R in Maine: Connecting Ecologists, Medical Researchers, and Data Scientists Donald Szlosek, the MaineR Users Group organizer, recently spoke with the R Consortium about the group’s transition from a city-based meetup to a statewide community and its efforts to engage a diverse audience. He highlighted his work in real-world evidence studies, where R is critical in causal inference and machine learning validation. https://r-consortium.org/posts/r-in-maine-connecting-ecologists-medical-researchers-and-data-scientists/ #rstats #OpenSource #ML https://cdn.fosstodon.org/media_attachments/files/114/281/415/705/371/012/original/2b36f26659d5b32c.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium @nprofile…h9kv The Call For Proposals ends on Friday, April 11th at 11:59 PM EDT - Or were you asking about the main schedule? npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Call for Proposals for R/Medicine 2025 closes April 11, 2025! First time submitting? Don’t feel intimidated! The content of the presentation should be of interest to the R/Medicine community. Lightning talks (10 min), Regular talks (20 min), Demos (1 hour) and Workshops (2-3 hours on a topic) Apply now! https://rconsortium.github.io/RMedicine_website/Abstracts.html #rstats #opensource #RMed25 https://cdn.fosstodon.org/media_attachments/files/114/276/447/238/399/098/original/2a86ac3f8dfc971f.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Get a "gentle introduction" to R and data science for healthcare professionals and clinical researchers! Stephan Kadauke, Assistant Director of the Cell and Gene Therapy Laboratory, Children’s Hospital of Philadelphia, will be giving a workshop on "Introduction to R for Clinical Data" Don't miss it, register now! https://rconsortium.github.io/RMedicine_website/Register.html #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/269/223/056/567/338/original/7557c8d42d71eb37.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium **geometa** provides an essential object-oriented data model in R, enabling users to efficiently manage geographic metadata. The package facilitates handling of ISO and OGC standard geographic metadata and their dissemination on the web. In this interview, we speak with **Emmanuel Blondel**, the author of geometa, ows4R, geosapi, geonapi and geoflow—key R packages for geospatial data management. https://r-consortium.org/posts/exploring-geometa-an-r-package-for-managing-geographic-metadata/ #rstats #rsoftware #rstatistics #rspatial #OGC #FOSS4G https://cdn.fosstodon.org/media_attachments/files/114/197/464/146/114/736/original/1a202f34e69e9fa9.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Looking forward to seeing you at useR! 2025 this year! This year, useR! 2025 will be held at Duke University in Durham, North Carolina, on August 8-10, 2025. Registration is now open! https://r-consortium.org/posts/looking-forward-to-seeing-you-at-useR2025-this-year/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/161/643/032/191/364/original/d61e30e0756af5e3.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium The R Consortium Submission Working Group is demonstrating R’s capabilities to deliver a high-quality drug submission! A new Pilot 5 aims to deliver an R-based Submission to the FDA using Dataset-JSON. Find out more, plus plans for 2025/2026, some news on Pilot 4 (containers and webassembly) and more! https://r-consortium.org/posts/submissions-wg-pilot5-pilot6-and-more/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/082/946/812/664/637/original/185baee120f3d9bc.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Join our upcoming community meeting about Shiny app validation in Regulatory Submissions! Curious about others’ opinions and ideas on risk assessment and validation related to Shiny apps? Ever thought about how others may classify a Shiny app as “validated?” Even beyond regulatory submissions, when do we consider “validation” of Shiny apps worthwhile for their day-to-day use? February 25th, 2025 @ 9AM PT/12PM ET https://zoom-lfx.platform.linuxfoundation.org/meeting/95618016272?password=3bf1a383-23d3-48fc-b079-b0700c3ed9b0 https://cdn.fosstodon.org/media_attachments/files/114/031/222/866/260/857/original/ab460342b700b342.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium useR! 2025 Call for Submissions is currently OPEN! Deadline is March 3! In other words, you have two weeks, the perfect amount of time to prep and submit your topic. Contribute to the community! Expert or newbie, please participate. Tutorials, Talks, Lightning Talk and Posters are all options! For details and a complete list of Topics of Interest and also R-Ladies Abstract Review information, see: https://user2025.r-project.org/call #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/114/027/344/376/335/359/original/0455018e317836b0.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Seville R Users Group: R’s Role in Optimization Research and Stroke Prevention Alberto Torrejon Valenzuela, organizer of the Seville R Users Group, talks about dynamic growth of the R community in Seville, Spain, hosting the Third Spanish R Conference, and his research in optimization and a collaborative project analyzing stroke prevention, showcasing how R drives innovation in scientific research and community development. https://r-consortium.org/posts/seville-r-users-group-rs-role-in-optimization-research-and-stroke-prevention/ #RStats #OpenSource https://cdn.fosstodon.org/media_attachments/files/113/997/844/212/380/012/original/3b73abeb6da59145.png npub1akmrkwfh2e3uatf3scg884m96exfdc9gy70evx8wr9nlzppcg9ns4rgyak R Consortium Find out how Nebraska R User Group, learning and promoting R in a not very populous US state, has made their initiative state-wide rather than city-specific, and is fostering connections between academics, industry professionals, and nonprofits. https://r-consortium.org/posts/connecting-nebraska-through-r-jeffrey-stevens-journey-of-community-building/ #rstats #opensource https://cdn.fosstodon.org/media_attachments/files/113/958/899/449/415/697/original/259a93f074ae6a5a.png