Patterns

Cross-agency analytics over every incident the Ledger has published. Numbers reflect what's survived the SPEC §9 suppression pipeline — suppressed incidents still count toward the scorecard, but don't appear here.

Repeat-token officers across agencies

Officer tokens that appear in incidents under more than one agency. This is the highest-signal accountability data in the archive: it surfaces officers who move between forces or who have incidents across multiple oversight bodies. Tokens are HMAC-derived and rotate annually; a token is stable within a salt epoch.

No cross-agency repeat tokens recorded yet. This appears once identity resolution has merged raw_officers from multiple agencies into shared canonical_ids. Without identity linkage, every incident's officer token is unique to that incident.

Outcome rates by incident type

Distribution of adjudication findings per category. "Other" covers agency-specific findings not mapped to the common vocabulary (appeal_allowed_in_part, substantiated, etc.) plus rows with no finding recorded.

Volume by quarter