Data Publication
Objectives
💡 You understand the importance of data publication for FAIR research data management.
💡 You can write Data Availability Statements for research articles.
💡 You know how to choose appropriate licenses for research data.
💡 You understand the role of persistent identifiers in ensuring reliable data access.
💡 You can select suitable repositories for different types of research data.
💡 You are aware of legal considerations when publishing research data.
Exercises
Exercise 1: Data Availability Statement Analysis
Task: Examine published research articles and analyze their Data Availability Statements.
Instructions:
- Find 2-3 research articles from your field published in the last 2 years
- Look for Data Availability Statements in each article
- For each article, answer:
- Does it include a Data Availability Statement?
- If yes, where is it located in the article?
- Does it provide clear information about how to access the data?
- Are any restrictions or conditions mentioned?
- Is the data actually accessible through the provided link/information?
Discussion: What makes a good vs. poor Data Availability Statement?
Exercise 2: Repository Selection
Task: Find and evaluate repositories for your research data.
Instructions:
- Visit re3data.org
- Search for repositories relevant to your research field
- Select 2-3 repositories and evaluate them based on:
- Does it assign DOIs?
- What file size limits exist?
- What access control options are available?
- Is it recognized in your research community?
- What are the costs (if any)?
- Does it support your preferred license?
Exercise 3: Create Your Data Publication Plan
Task: Develop a data publication plan for your current or planned research.
Components to address:
- What data will you publish? (consider legal and ethical constraints)
- Which repository will you use? (justify your choice)
- What license will you apply? (explain your reasoning)
- How will you link your data to publications?
- What documentation will you provide?
- When will you publish the data? (consider embargoes, journal requirements)
Slides
To export the slides to PDF, do the following:
- Toggle into Print View using the E key (or using the Navigation Menu).
- Open the in-browser print dialog (CTRL/CMD+P).
- Change the Destination setting to Save as PDF.
- Change the Layout to Landscape.
- Change the Margins to None.
- Enable the Background graphics option.
- Click Save.
Note: This feature has been confirmed to work in Google Chrome, Chromium as well as in Firefox.
Here’s what the Chrome print dialog would look like with these settings enabled:
These instructions were copied from the Quarto documentation (MIT License) and slightly modified.
Resources
Data Publication Guidance
Repository Directories
- re3data.org - Registry of Research Data Repositories
- FAIRsharing - Database of data standards, repositories and policies
Publisher Recommendations
Licensing Resources
Legal and Ethical Considerations
- Data Publication Decision Tree [German]
- Cambridge Data Availability Statements Guide
- Open Research Summer School: Data Anonymity by Felix Schönbrodt