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

LEAGUE GENOME · 2026

3. Liga

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

CONFIDENCEC
MATCHES65
PEER LEAGUES59
OBSERVED COVERAGE64.3
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
86
Shot volume
14
Home advantage
18
Draw tendency
22
Late drama
4
Comeback frequency
79
Discipline heat
87
Formation diversity
72
Competitive parity
60
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups73%
Shot Statistics60%
Reconciled Timelines100%
Possession Statistics66%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat87
Scoring environment86
Comeback frequency79

LOW RELATIVE TRAITS

Late drama4
Shot volume14
Home advantage18
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 lineaged5b2d1e8a4dbdcda2cf623a659c6f21f8e1601628b8038c27250352d42f2927e
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