The Canadian Data Steward - RDM Podcast

As Open Science becomes the standard in Canadian universities, how do researchers ethically manage Indigenous data? This video explores the vital intersection of the FAIR (Findable, Accessible, Interoperable, Reusable) and CARE (Collective Benefit, Authority to Control, Responsibility, Ethics) data principles, breaking down what researchers need to know about Indigenous data sovereignty.Learn the crucial differences between First Nations (OCAP®), Inuit (NISR), and Métis (OCAS) frameworks, understand the 2021 Tri-Agency RDM policy's standard of "as open as possible, as closed as necessary," and discover practical solutions for navigating the tricky realities of physical data possession and university Freedom of Information laws. An essential guide for Canadian researchers, graduate students, and academic institutions committed to respectful, nation-to-nation research practices.

Are your research files a disorganized mess? This video covers the essential best practices for File Naming and Folder Organization, specifically tailored for Canadian researchers navigating the Tri-Agency Research Data Management (RDM) policy.Learn how to future-proof your work by implementing machine-readable file names, semantic versioning, shallow folder hierarchies, and robust documentation (READMEs and data dictionaries). We also explore how to properly prepare and preserve your datasets for national repositories like Borealis and FRDR. By adopting these FAIR (Findable, Accessible, Interoperable, Reusable) data standards, you can prevent data loss, ensure reproducibility, and significantly boost your citation rates.

With the Tri-Agency policy now mandating research data management as a condition for maintaining federal grant funding, choosing the right digital repository is critical to avoiding administrative delays and system failures . This video breaks down Canada's dual-pillar data infrastructure—Borealis and FRDR—helping you match your specific data's "weight class" to the correct platform . Whether you are a "standard optimizer" utilizing Borealis for small-to-medium datasets under 5 GB that need rapid, localized publication, or a "scale architect" relying on FRDR's subsidized terabyte storage and high-speed Globus transfer grid for massive data sets, this guide covers it all . You will also learn how the Lunaris discovery platform ensures your research remains globally visible regardless of which repository you choose, and what future zero-knowledge encryption updates mean for sensitive participant data.

Decades of publicly funded Canadian research are at risk of turning to dust on aging hard drives, prompting the Tri-Agency to implement a strict new data management blueprint to stop this silent drain of knowledge. This episode breaks down the mandatory Data Management Plans and institutional responsibilities required to keep your grant funding secure, while dispelling the myth that researchers are forced to share sensitive data with the world. We also explore the critical exception of Indigenous data sovereignty and how models like OCAP ensure community-led data governance and the right to repatriation.Tri-Agency Research Data Management Policy

This episode demystifies metadata by explaining how it transforms "mystery jars" of data into independently understandable assets that comply with the 2021 Tri-Agency RDM policy. We break down the four metadata buckets—descriptive, administrative, structural, and provenance—that underpin the FAIR principles and ensure your research is findable and reusable. Finally, we share a practical action plan to avoid the "seven deadly sins" of data management: document your work in the moment and consult your university’s RDM librarian.

Is your research built to last, or is it gathering digital dust?Let’s be honest... drafting a Data Management Plan (DMP) often feels like checking a box on a never-ending list of administrative chores. But what if we told you that this single document is actually your project’s ultimate insurance policy?In this episode, we move beyond the paperwork to reveal how a DMP acts as a "research superpower." We break down how a solid plan prevents the panic of lost files, ensures your work is reproducible, and—crucially—unlocks funding opportunities in the modern research landscape.

This episode explores how Canadian researchers can navigate the "data deluge" by adopting the FAIR principles to ensure their work is treated as a "first-class citizen" in the global research landscape. We examine the specific requirements of the Tri-Agency RDM policy, the suite of national tools like Borealis and the DMP Assistant available to help, and the vital ethical necessity of balancing technical utility with Indigenous data sovereignty through the OCAP and CARE frameworks.

Imagine years of experiments, countless hours of analysis, and groundbreaking discoveries vanishing in an instant due to a spilled coffee or a single hard drive failure. Your research data is likely your most valuable professional asset, yet many labs rely on a "single point of failure."In this episode of The Canadian Data Steward, we explore the cornerstone of modern research data management: The 3-2-1 Backup Rule. We break down the classic "gold standard" of having three copies of your data, on two different media types, with one copy stored offsite.But the threat landscape has changed. We also dive into how modern threats like ransomware actively hunt down network-connected backups, necessitating an evolution of the rule. Join us as we upgrade the standard to the "3-2-1-1-0 Rule," discussing the critical importance of air-gapped copies and the necessity of testing your restores for zero errors.Whether motivated by the fear of catastrophe or mandates from major funding bodies, this episode provides actionable steps to build a "data fortress" and ensure your contribution to the scientific record endures.Key Takeaways:Understanding the risks of the "single point of failure."A clear breakdown of the classic 3-2-1 Backup Rule.Why ransomware requires upgrading to the 3-2-1-1-0 strategy (Immutable/Air-gapped + Zero Errors).Why major funders now mandate formal data management plans.Practical steps: Automating backups, using checksums, and testing restores.

Think deleting names from a spreadsheet makes your research data safe? This episode debunks that dangerous assumption by exploring the critical, often-misunderstood difference between "de-identified" and truly "anonymized" data. We use real-world examples, like the infamous Netflix data breach, to show how easily participants can be re-identified and why using precise language in your ethics applications is essential to avoid a major privacy trap.

Discover why Research Data Management (RDM) is the ultimate "act of kindness" to your future self and a critical requirement for researchers in the Canadian landscape. This episode dives into the FAIR principles and the essential nuances of Indigenous data sovereignty through the OCAP framework, while highlighting free tools like the DMP Assistant and Borealis that ensure your life's work remains a valuable asset rather than a confusing liability.