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

LEAGUE GENOME · 2026

Premier League

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

CONFIDENCEC
MATCHES50
PEER LEAGUES59
OBSERVED COVERAGE94.5
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
1
Shot volume
3
Home advantage
8
Draw tendency
22
Late drama
96
Comeback frequency
5
Discipline heat
31
Formation diversity
9
Competitive parity
11
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups84%
Shot Statistics96%
Reconciled Timelines100%
Possession Statistics96%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Late drama96
Discipline heat31
Draw tendency22

LOW RELATIVE TRAITS

Scoring environment1
Shot volume3
Comeback frequency5
CLUB GENOMES20 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 lineage990b156dd4a250a60f58316063905d28f33651a9d85b71d0ebb97bfa67cc8173
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