Data Hygiene Report

Summary

• Files scanned: 496
• Files changed: 496
• Issue counts by severity: Critical 0 · High 194 · Medium 897 · Low 3,285

Auto-fixes applied

• Normalised relationship fields: ensured sources and supplies_to exist as arrays, split comma/newline strings, trimmed, de-duplicated (case-insensitive), and set relationships_declared true/false based on contents.
• Normalised tag arrays used by templates/search (practices, practices_tags, products, products_tags, services, services_tags, certifications, specialty_tags, source_urls): converted strings to arrays, trimmed, de-duped, defaulted missing to [].
• Coerced boolean-like strings to real booleans for published, featured, relationships_declared (when present).
• Coerced numeric-like lat/lon strings to numbers; set to null when clearly invalid (out of range or 0/0).
• Added title from name when title was missing.
• Kept front matter YAML valid (no duplicate keys introduced) and left page bodies untouched.

Not fixed (needs human decision)

• None detected in this pass; all targeted mechanical fixes were applied. If any business data is incorrect or missing (addresses, coords, links), it requires human review and was not invented here.

Top recurring issues

1) Missing services_tags (filled with [])
2) Missing specialty_tags (filled with [])
3) Missing/incorrect relationships_declared (set based on sources/supplies_to)
4) Missing products_tags (filled with [])
5) Missing supplies_to (filled with [])
6) Missing certifications (filled with [])
7) Missing sources (filled with [])
8) Missing practices_tags (filled with [])
9) Missing practices (filled with [])
10) Missing services (filled with [])

Regression checklist

• Always include title (and slug) in front matter; if only name is supplied, copy it to title.
• Ensure relationship arrays are present: sources: [], supplies_to: [], and update relationships_declared accordingly.
• Keep tag arrays as arrays (never single strings): practices, products, services, certifications, specialty_tags, source_urls.
• Keep coordinates numeric and within range; if unknown, leave lat/lon blank (null), never use placeholders like 0/0.
• Preserve layout/permalinks and do not invent business data (addresses, websites, coords) during edits.
• After bulk edits, run a quick build to confirm front matter parses and search/index generation succeeds.