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

LEAGUE GENOME · 2026

Primera División

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

CONFIDENCEB
MATCHES183
PEER LEAGUES59
OBSERVED COVERAGE93.5
LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
53
Shot volume
38
Home advantage
52
Draw tendency
26
Late drama
74
Comeback frequency
26
Discipline heat
95
Formation diversity
86
Competitive parity
94
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups95%
Shot Statistics99%
Reconciled Timelines100%
Possession Statistics99%
LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat95
Competitive parity94
Formation diversity86

LOW RELATIVE TRAITS

Comeback frequency26
Draw tendency26
Shot volume38
CLUB GENOMES16 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 lineaged34ef198dcfaca5d9be6ecef0b90ed200af149b6921b5c01c1a15bb13f768070
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