Typology of Stakeholders
Explore our typology of stakeholders, their tasks, and the decisions they make.
- Module
- Ask
- Theme
- Stakeholder-focused
Agent Information Journeys
Capture the unique information needs of different audiences of your Data Card or documentation as information journeys.
- Module
- Ask
- Theme
- Stakeholder-focused
Optics
Learn about different granularities of framing questions. Balance focal lengths for a clear picture of your dataset.
- Module
- Ask
- Theme
- Stakeholder-focused
OFTEn
A novel knowledge acquisition framework to systematically ask transparency-focused questions about datasets.
- Module
- Inspect
- Theme
- Dataset-focused
Dimensions
Five signals from Data Cards that help readers arrive at informed conclusions about your dataset.
- Module
- Inspect
- Theme
- Dataset-focused
Plan the Work
Create a plan and distribute the answering of questions in your Data Card.
- Module
- Answer
- Theme
- Prepare for transparency
Define Key Takeaways
Decide what readers should walk away with from your Data Card.
- Module
- Answer
- Theme
- Prepare for transparency
Aim for Just Enough
Optimize for focused, concise information in your Data Card.
- Module
- Answer
- Theme
- Reader-centric summaries
Avoid Vague or Non-answers
Write content that matches reader expectations and answers questions.
- Module
- Answer
- Theme
- Reader-centric summaries
Visualizations Tell Stories
Differentiate between visualizations to explore the data and to communicate insights.
- Module
- Answer
- Theme
- Reader-centric summaries
Include Reader-Centric Use Cases
Help readers establish their use cases of your dataset.
- Module
- Answer
- Theme
- Usability and utility
Thoughtfully Analyze Your Dataset
Approaches to analyses that can help readers better intuit how to use your dataset
- Module
- Answer
- Theme
- Usability and utility
Address "Fairness"
Walk readers through the definitions of fairness in the context of your dataset.
- Module
- Answer
- Theme
- Usability and utility
Incorporating New Knowledge
Capture a variety of new information about a dataset in its Data Card.
- Module
- Answer
- Theme
- Maintenance and scale
Versioning & Changes
Systematically capture changes to the dataset throughout the dataset lifecycle.
- Module
- Answer
- Theme
- Maintenance and scale
Telemetry at Scale
Systematically track the usage and adoption of your Data Card efforts across our organization.
- Module
- Audit
- Theme
- Data card-focused
Determine Relevance
Determine which questions are relevant and when.
- Module
- Answer
- Theme
- Prepare for transparency
Evaluate with Readers
Select from evaluation methods and gain insight into how your Data Card is performing with readers.
- Module
- Audit
- Theme
- Stakeholder-focused