LEAGUE FINGERPRINTwithheld
League DNA withheld
This season has not yet reached the peer/sample publication threshold.
PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
● Tier A authority
LEAGUE GENOME · 2026
Ligue 1
A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.
CONFIDENCE—
MATCHES—
PEER LEAGUES—
OBSERVED COVERAGE99.4
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
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Shot volume
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Home advantage
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Draw tendency
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Late drama
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Comeback frequency
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Discipline heat
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Formation diversity
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Competitive parity
—
OBSERVATION COVERAGEmissing data is never zero-filled
LEAGUE SIGNATURErelative extremes
MOST DISTINCTIVE HIGH TRAITS
LOW RELATIVE TRAITS
CLUB GENOMES18 current teams · alphabetical, not ranked
Angers
Team DNA currently withheld
Auxerre
Team DNA currently withheld
Estac Troyes
Team DNA currently withheld
Le Havre
Team DNA currently withheld
Le Mans
Team DNA currently withheld
Lens
Team DNA currently withheld
Lille
Team DNA currently withheld
Lorient
Team DNA currently withheld
Lyon
Team DNA currently withheld
Marseille
Team DNA currently withheld
Monaco
Team DNA currently withheld
Nice
Team DNA currently withheld
Paris FC
Team DNA currently withheld
Paris Saint Germain
Team DNA currently withheld
Rennes
Team DNA currently withheld
Stade Brestois 29
Team DNA currently withheld
Strasbourg
Team DNA currently withheld
Toulouse
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.