Examples of Equity-by-Design Language for Vulnerable Populations in Policy Documents

A collection of language examples illustrating equity-by-design principles for vulnerable populations within policy documents. The dataset was authored by Kimsey Zajac and last updated on 2026-05-19. It is a small dataset, 5.5 KB in size, available in XLS format under a CC-BY-4.0 license.

Use Cases

• Train NLP models to identify equity-focused language based on the example phrases.
• Benchmark policy document analysis tools based on the provided equity-by-design examples.
• Conduct comparative analysis of policy language inclusivity based on the collected examples.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• Last update timestamp (2026-05-19) is explicitly provided.

Limitations

• Dataset is very small (5.5 KB), indicating limited scope.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

figshare

Freshness

Last updated 2026-05-19 17:23:41.