Keynote presentation at 2020 NIH/NLM workshop on generalist repositories. Central themes include software as a richer pathway to data than articles, the development of new metrics for software (such as the CHAOSS framework), working with the technology companies through organizations like the Eclipse Foundation, and the importance of linked data. In particular, the concept of the "value line" as a means to map generalist repositories represents an important opportunity.

1. A Blueprint for the Research
Data Landscape
Sayeed Choudhury (@eSayeed)
Johns Hopkins University
NIH/NLM Workshop on Generalist Data Repositories
February 11, 2020

3. https://www.nap.edu/catalog/25707

4. https://www.nap.edu/catalog/25116/

11. Research Data Landscape

12. Data is the new oil…
Software is the new refinery
Paper Data Software

14. Coopetition

17. What is below the value line?
• Terms and conditions, Terms of Service – especially as they relate to
indemnification, loss of data, re-identification, security, unauthorized
access…
• Review processes for restricted or protected data
• Identifiers
• Core metadata

18. What is above the value line?
• Identifier resolution
• Specific metadata profiles
• Dashboards
• Discovery
• Visualization
• Analytics
• Linked data

20. https://rmap-hub.org/

22. Research Data Landscape Blueprint
• Guide to repositories with information about adherence to
requirements below the value line and description of capabilities
above the value line
• Mechanisms (such as linked data) to understand connections
between repositories and to empower greater connections via
machines
• Putting the citizen at the center of the landscape