R Consortium

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

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RConsortium@fosstodon-org.mostr.pub

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Last Notes

2026-05-14 13:55:32 UTC

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
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2026-05-13 14:18:23 UTC

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
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2026-05-11 23:52:09 UTC

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
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2026-05-04 20:16:43 UTC

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
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2026-05-03 22:17:27 UTC

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
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2026-04-28 17:46:11 UTC

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

2026-04-27 21:03:43 UTC

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
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2026-04-27 17:39:38 UTC

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
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2026-04-26 22:34:24 UTC

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
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2026-04-23 21:01:31 UTC

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
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2026-04-22 18:59:46 UTC

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
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2026-04-17 17:46:52 UTC

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/
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2026-04-15 17:32:20 UTC

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
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2026-04-07 13:48:52 UTC

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.
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2026-04-03 20:49:05 UTC

🚀 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

2026-03-27 23:20:18 UTC

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
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2026-03-19 21:41:13 UTC

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
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2026-03-04 23:57:53 UTC

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: rmedicine.conference@gmail.com
Submit here: https://rconsortium.github.io/RMedicine_website/Submit.html
#rstats #opensource #healthcare
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2026-03-02 18:33:33 UTC

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
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2026-02-24 20:32:35 UTC

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: rmedicine.conference@gmail.com
https://rconsortium.github.io/RMedicine_website/Submit.html
#rstats #healthcare #pharma #clinicaldata #datascience
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2026-02-09 22:23:56 UTC

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
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2026-02-06 17:16:55 UTC

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
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2026-02-03 21:26:04 UTC

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
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2026-02-02 18:00:34 UTC

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
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2026-01-22 15:16:12 UTC

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
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2026-01-20 00:56:07 UTC

📣 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
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2026-01-14 15:48:23 UTC

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
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2025-10-12 15:40:37 UTC

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
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2025-10-10 15:36:31 UTC

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
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2025-10-03 22:44:16 UTC

📢 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
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2025-10-02 16:55:42 UTC

🚨 Big news for the R Community!
The Sovereign Tech Fund has invested $450,000 in the R Foundation to strengthen R’s sustainability, security, and modernization.
Details: https://r-consortium.org/posts/sovereign-tech-fund-invests-450000-in-r-foundation-to-enhance-r-sustainability-and-security/
#rstats #opensource #datascience
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2025-09-03 22:11:38 UTC

🚀 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
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2025-08-27 12:45:37 UTC

🚀 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
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2025-08-25 15:42:29 UTC

🎯 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
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2025-08-11 20:27:14 UTC

📢 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
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2025-08-07 14:56:20 UTC

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
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2025-08-05 00:31:56 UTC

🎉 useR! 2025 virtual-day playlist is live! 🎉
Catch every session from Aug 1’s free virtual day—now in a single YouTube playlist. Watch anytime, anywhere 👇
https://www.youtube.com/playlist?list=PL77T87Q0eoJgDiU_yXZ6c6Fp8PZTsDvg4
The in-person program kicks off this week in Durham—see you there!
R Consortium is proud to be platinum sponsor of #useR2025.
#rstats #opensource

2025-07-30 15:53:38 UTC

🚨 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.
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2025-07-29 15:29:50 UTC

How do you grow a technical and inclusive R community?
Julia Silge (@nprofile…esnj) shares how the SLC R User Group built a welcoming space for data scientists of all backgrounds. Great ideas here for anyone growing a local #rstats meetup!
🔗 https://r-consortium.org/posts/julia-silge-on-fostering-a-technical-inclusive-r-community-in-salt-lake-city/
#opensource #rstats #datascience #community #inclusion #meetups #RConsortium
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2025-07-22 21:53:26 UTC

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
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2025-07-21 12:47:22 UTC

🚀 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
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2025-07-18 14:43:13 UTC

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
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2025-07-10 20:46:16 UTC

- reply

@nprofile…g87a It will be 100% virtual

2025-07-10 20:19:34 UTC

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
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2025-07-07 22:37:59 UTC

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
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2025-07-03 19:23:54 UTC

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
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2025-07-01 15:10:03 UTC

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
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2025-06-27 12:53:46 UTC

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
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2025-06-26 14:54:30 UTC

TOMORROW! June 27, 1pm ET
Integrating R, Posit and Esri to modernize data collection methods for water quality monitoring
From Virginia Dept of Environmental Quality (DEQ) - https://r-consortium.org/webinars/from-paper-to-pixels-digitizing-water-quality-data-collection-with-posit-and-esri-integration.html
#EnvironmentalMonitoring #RStats #WaterData #GIScience
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2025-06-25 12:54:29 UTC

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
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2025-06-24 18:57:42 UTC

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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!

2025-06-24 16:25:18 UTC

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@nprofile…2yry @nprofile…45ag Yes, it will be recorded. If you RSVP, you'll get the link sent after the webinar. Or, check the R Consortium YouTube account in the next couple of days, it will be uploaded there.

2025-06-23 14:17:14 UTC

TOMORROW! Scaling the r-spatial ecosystem for the modern composable data pipeline - with Dewey Dunnington, Senior Software Engineer at Wherobots
Tues, June 24, 1pm ET
Sign up now! https://r-consortium.org/webinars/scaling-the-r-spatial-ecosystem-for-the-modern-composable-data-pipeline.html
#RStats #rspatial #OpenSource
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2025-06-19 20:50:08 UTC

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
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2025-06-19 20:49:32 UTC

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
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2025-06-19 20:48:09 UTC

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
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2025-06-17 17:09:14 UTC

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
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2025-06-16 17:26:26 UTC

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
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2025-06-10 22:16:58 UTC

New R Consortium webinar: Scaling the r-spatial ecosystem for the modern composable data pipeline
June 24, 1pm ET
Sign up now! https://r-consortium.org/webinars/scaling-the-r-spatial-ecosystem-for-the-modern-composable-data-pipeline.html
R has long been a top choice for spatial statistics, building on the pioneering sp and spdep packages and the wide ecosystem surrounding them. With the introduction of the sf package, R became home to a first-class spatial data frame API...
Speaker: Dewey Dunnington, Senior Software Engineer at Wherobots
#rstats @nprofile…45ag #opensource
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2025-06-10 17:13:57 UTC

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
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2025-06-09 17:53:19 UTC

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
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2025-06-05 14:29:28 UTC

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

2025-06-02 20:09:09 UTC

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
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2025-06-02 14:50:33 UTC

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
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2025-05-29 13:54:49 UTC

The R Consortium’s Infrastructure Steering Committee (ISC) is proud to announce the first round of 2025 grant recipients.
Find out about the seven new projects receiving support to enhance and expand the capabilities of the R ecosystem. The projects range from economic policy tools and ecological data pipelines to foundational software engineering improvements.
https://r-consortium.org/posts/r-consortium-awards-first-round-of-2025-isc-grants/
#rstats #rprogramming #opensource
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2025-05-28 17:42:11 UTC

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
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2025-05-22 15:12:52 UTC

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
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2025-05-17 15:46:59 UTC

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
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2025-05-16 20:00:50 UTC

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
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2025-05-16 16:24:41 UTC

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
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2025-05-13 21:19:20 UTC

ONE MORE WEEK to submit!
How Are Vaccination Rates and Case Rates changing for Measles in 2025?
Join the R/Medicine 2025 Virtual R/Medicine data challenge - Analyzing MMR vaccination rates
Deadline May 20, 2025
$200 prize each for Students or Professionals. Submit as an individual or a team!
https://rconsortium.github.io/RMedicine_website/Competition.html
#rstats #opensource #RMed25
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2025-05-12 18:29:23 UTC

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
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2025-05-06 19:45:58 UTC

🌟 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
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2025-05-01 16:50:04 UTC

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
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2025-04-30 20:57:43 UTC

Virtual R/Medicine data challenge - Deadline May 20, 2025
$200 prize for Students or Professionals each. You can submit as an individual or a team!
Analyze MMR vaccination rates over time and by geographical area, as well as measles case rates and complications.
Examples, guidelines, and more available at:
https://rconsortium.github.io/RMedicine_website/Competition.html
#rstats #opensource #RMed25
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2025-04-25 00:35:40 UTC

Joe Brillantes, organizer of the R User Group Philippines (RUG-PH), shares how the group has evolved from more data engineers exploring R to an increasing focus on scientific applications.
He discussed their upcoming plans for AI-focused meetups, the importance of ethical considerations in predictive modeling, and their efforts to support members in software engineering and analytics.
Find out more!
https://r-consortium.org/posts/data-engineering-scientific-applications-and-ai-inside-r-user-group-philippines-growth/
#rstats #opensource
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2025-04-24 15:55:03 UTC

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@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

2025-04-24 15:25:57 UTC

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
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2025-04-23 23:22:59 UTC

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
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2025-04-16 18:23:07 UTC

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
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2025-04-10 15:56:34 UTC

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
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2025-04-08 16:54:01 UTC

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
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2025-04-04 22:09:12 UTC

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@nprofile…h9kv 👍

2025-04-04 19:57:28 UTC

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@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.

2025-04-04 19:47:03 UTC

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
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2025-04-04 03:16:05 UTC

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@nprofile…h9kv The Call For Proposals ends on Friday, April 11th at 11:59 PM EDT - Or were you asking about the main schedule?

2025-04-03 22:43:35 UTC

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
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2025-04-03 15:08:58 UTC

R/Medicine 2025 workshop on "Personal R Administration"
Tips, tricks, tweaks, and some hacks for building #datascience dev environments handling new R versions, passwords in your R code, failed package installations and more!
Register now! https://rconsortium.github.io/RMedicine_website/Register.html
#rstats #opensource
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2025-04-02 16:06:25 UTC

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
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2025-03-31 17:36:46 UTC

Lito P. Cruz, organizer of the Melbourne Users of R Network (MELBURN), spokes about the evolving R community in Melbourne, Australia, and the group’s efforts to engage data professionals across government, academia, and industry.
Find out more!
https://r-consortium.org/posts/revitalizing-the-melbourne-users-of-r-network-hybrid-events-collaboration-and-the-future-of-r/
#rstats #opensource #melbourne
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2025-03-31 14:41:34 UTC

Apply now! Help build the R ecosystem!
The R Consortium's technical grant program - The 2025 ISC Grant Program - closes its first round in 2025 end of day tomorrow, Tues, April 1, 2025, at midnight Eastern Time in the US. There's still time!
Strengthen and improve the infrastructure supporting the R ecosystem!
https://r-consortium.org/all-projects/callforproposals.html
#rstats #opensource

2025-03-27 14:39:18 UTC

Reinventing medicine with AI
Keynote at R/Medicine 2025 by Ziad Obermeyer, Associate Professor and Blue Cross of California Distinguished Professor, UC Berkeley
AI is a powerful engine for generating novel empirical observations in real-world data, many of them invisible to the human eye. Find out how AI is improving clinical care and scientific discoveries.
Early Bird Pricing still available! 🚀 Register now - prices go up soon!
🔗 Register now: https://rconsortium.github.io/RMedicine_website/Register.html
#rstats #opensource
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2025-03-26 15:06:52 UTC

📢 Call for Submissions! R/Medicine 2025 is looking for your insights!
Submit your talks, demos, and workshops on using R tools for health & medicine. Share your work with the community!
⏳ Deadline: April 11, 2025
🔗 Submit now: https://rconsortium.github.io/RMedicine_website/Abstracts.html
#rstats #opensource #RMed25
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2025-03-24 15:38:37 UTC

R/Medicine 2025 is the premier R conference health and medicine.
Dr. Erin LeDell, Chief Scientist, Distributional, Inc., will be giving her keynote on "Model Evaluation: From Machine Learning to Generative AI" exploring the transition from deterministic ML evaluation to the complexities of generative AI assessment.
Early Bird Pricing for R/Medicine 2025 is still available! 🚀
https://rconsortium.github.io/RMedicine_website/Register.html
#rstats #opensource #RMed25
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2025-03-21 22:17:22 UTC

🚀 Early Bird Pricing for RMedicine 2025 is still available! 🚀
Register now to save on your ticket and join the premier R conference health and medicine. Don't miss out—prices go up soon!
🔗 Register today: rconsortium.github.io/RMedicine_website/Register.html
#rstats #opensource #RMed25
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2025-03-20 23:57:04 UTC

**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
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2025-03-14 16:07:16 UTC

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
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2025-03-11 22:17:19 UTC

In TWO DAYS!
Webinar: Rix: reproducible data science environments with Nix
Thurs, Mar 13, 2025, 1pm ET
Reproducibility is critical for modern research, ensuring that results can be consistently replicated and verified. In this one-hour presentation, Bruno Rodrigues, Head of Stats and Data Strategy Departments, Ministry of Research and Higher Education, Luxemburg, introduces Nix, a package manager designed for reproducible builds.
Register now!
https://r-consortium.org/webinars/rix-reproducible-data-science-environments-with-nix.html
#rstats #OpenSource
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2025-03-06 15:30:31 UTC

A new year and the same, unwavering commitment
As we open our first round for Infrastructure Steering Committee call for proposals and R User Groups’ submissions, we want to take a moment to reiterate our mission as the R Consortium.
The R Consortium promotes the growth and development of the R language and its ecosystem by supporting technical and social infrastructure, fostering community engagement, and driving industry adoption.
More: https://r-consortium.org/posts/new-year-same-unwavering-committment/
#rstats #opensource
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2025-03-03 14:02:13 UTC

Promoting R in Nigeria: How Unilorin R User Group is Making an Impact
Dr. M.K. Garba and Ezekiel Ogundepo, organizers of the University of Ilorin (shortened to Unilorin R User Group) recently spoke with the R Consortium about their efforts to promote R programming in Nigeria and foster a thriving local R community.
Find out more!
https://r-consortium.org/posts/promoting-r-in-nigeria-how-unilorin-r-user-group-is-making-an-impact/
#rstats #opensource
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