Primera División

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

CONFIDENCEB

MATCHES192

PEER LEAGUES57

OBSERVED COVERAGE80.2

LEAGUE FINGERPRINTleague-dna-v0.1-research

Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity

ALL NINE DIMENSIONSsame-season percentiles

Scoring environment

Shot volume

Home advantage

Draw tendency

Late drama

Comeback frequency

Discipline heat

Formation diversity

Competitive parity

OBSERVATION COVERAGEmissing data is never zero-filled

Events100%

Lineups64%

Shot Statistics66%

Reconciled Timelines99%

Possession Statistics66%

LEAGUE SIGNATURErelative extremes

MOST DISTINCTIVE HIGH TRAITS

Discipline heat97

Shot volume94

Home advantage90

LOW RELATIVE TRAITS

Comeback frequency39

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 lineage78d991e55d813d535bb612b72f6511b6a9159b39f5af83cd32f2df2c399587de