PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
TIPSENGINE
Tier A authority

LEAGUE GENOME · 2026

Premier Division

A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.

CONFIDENCEB
MATCHES157
PEER LEAGUES59
OBSERVED COVERAGE93.7
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
45
Shot volume
55
Home advantage
43
Draw tendency
82
Late drama
55
Comeback frequency
94
Discipline heat
58
Formation diversity
79
Competitive parity
89
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups94%
Shot Statistics97%
Reconciled Timelines100%
Possession Statistics97%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Comeback frequency94
Competitive parity89
Draw tendency82

LOW RELATIVE TRAITS

Home advantage43
Scoring environment45
Shot volume55
CLUB GENOMES10 current teams · alphabetical, not ranked
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 lineage4cc363a4b9d39f11821d0c57b2891ce9561bf6c52926a99d939cdd3ea13529e9
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