LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
TIPSENGINE PUBLIC PREVIEW · CERTIFIED LEAGUE AUTHORITY
● Tier B authority
LEAGUE GENOME · 2026
Canadian Premier League
A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.
CONFIDENCEB
MATCHES114
PEER LEAGUES57
OBSERVED COVERAGE77.7
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
80
Shot volume
18
Home advantage
62
Draw tendency
48
Late drama
57
Comeback frequency
92
Discipline heat
62
Formation diversity
24
Competitive parity
54
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups60%
Shot Statistics64%
Reconciled Timelines100%
Possession Statistics62%
LEAGUE SIGNATURErelative extremes
MOST DISTINCTIVE HIGH TRAITS
Comeback frequency92
Scoring environment80
Home advantage62
LOW RELATIVE TRAITS
Shot volume18
Formation diversity24
Draw tendency48
CLUB GENOMES8 current teams · alphabetical, not ranked
Atlético Ottawa
Team DNA currently withheld
Cavalry FC
Team DNA currently withheld
Forge
Team DNA currently withheld
HFX Wanderers FC
Team DNA currently withheld
Pacific FC
Team DNA currently withheld
Supra du Quebec
Team DNA currently withheld
Vancouver FC
Team DNA currently withheld
York United
Team DNA currently withheld
WHAT THE NUMBERS MEANpublication contract
Peer-relative, not absolute
Each dimension is a percentile against eligible leagues from the same season-year cohort. A 90 means unusually high relative behaviour, not “90% good”.
Minimum peer cohort
League DNA is withheld when fewer than six eligible same-year peers exist. Current-only maintenance still uses the full frozen A/B peer authority.
Coverage-aware
Events, lineups, shots and reconciled timelines carry separate observed denominators. Missing observations do not become zeroes.
Versioned lineage
Every published snapshot records its model version, observation window and SHA-256 source manifest for reproducibility.
Cryptographic source lineage
e64ff896a574ae3f9450a7ed58211ff212c9dba78e362910bba27c1f1f37358e