The-AI-Alliance/open-trusted-data-initiative

Define the V0.2 dataset openness requirements

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#139 opened on May 6, 2025

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documentationhelp wantedopen data spec

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Description

#60 focuses on governance requirements. This task is about improving the definitions of what metadata are required and the accepted values for metadata fields (e.g., valid licenses).

Contributor guide

Research direction
Research existing dataset metadata standards (e.g., DCAT, schema.org) to define required metadata fields and valid values for dataset openness, focusing on licenses and other metadata requirements.
Tech stack
None
Domain
data
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Metadata standards
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60