Structural cluster comparison · John Joyce

Cluster comparison

Side-by-side view of John Joyce's 6-axis behavioral signature against the 3 most structurally-similar tracked entities. Similarity is computed by cosine distance over the metric vector — entities sharing a row do not share a connection, only a behavioral shape.

Methodology — read this first. Cluster membership is a structural observation about documented behavior, never a claim of social affinity, coordination, or shared intent. Two entities can share a behavioral cluster without ever having interacted. The platform does not infer motive or internal state.

Axis	John Joyce this entity	Lloyd Smucker 100.0% similarity	Ken Calvert 99.9% similarity	Kat Cammack 99.9% similarity
Documentation Density	72 (80 facts)	76 (99 facts)	75 (96 facts)	79 (122 facts)
Conduct Contradiction	0 (0/0)	0 (0/0)	0 (0/0)	0 (0/0)
Inferential Dependency	60 (48/80)	62 (61/99)	67 (64/96)	63 (77/122)
Network Centrality	100 (192 conn)	100 (125 conn)	100 (344 conn)	100 (156 conn)
Capital Flow Asymmetry	50 ($0.0M in)	50 ($0.0M in)	50 ($0.0M in)	50 ($0.0M in)
Structural Density	4 (1 findings)	3 (1 findings)	3 (1 findings)	2 (1 findings)

Comparison derived from the same Signature data each entity's /conduct-profile/<slug>/signature page uses. JSON export at /signature.json.