Exhibit 6b visual

Why It Was Flagged

• freshness_old_unknown_cadence
• description_missing
• license_missing
• category_missing
• tags_missing

Recommended Fix

• Add accrualPeriodicity so archival/reference data is not misread as stale.
• Write a specific description that explains contents, coverage, and intended use.
• Add missing metadata: license, category, and tags.

Evidence

Dataset id: vaev-jkar

Classification confidence: high

Classification evidence: machine_readable_distribution

Classification reason: No evidence indicates this is a bounded archive, story, measure, or event-specific asset.

Owner: data.austintexas.gov

Contact: Brittany Henry

Category: Missing

Tags: Missing

Suggested category: Public Safety (21% confidence, low_confidence). Evidence: henry, austintexas, gov

License: Missing

Landing page: https://data.austintexas.gov/d/vaev-jkar

Machine URL: https://data.austintexas.gov/api/v3/views/vaev-jkar/export.csv?accessType=DOWNLOAD

Run 84, fetched 2026-07-08T03:48:19Z.