LEAGUE FINGERPRINTleague-dna-v0.1-research
Scoring environmentHome advantageLate dramaDiscipline heatFormation diversityCompetitive parity
PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED LEAGUE AUTHORITY · NOINDEX
● Tier A authority
LEAGUE GENOME · 2026
Serie B
A same-season peer fingerprint of how this competition behaves—not a ranking of which league is “best”.
CONFIDENCEC
MATCHES44
PEER LEAGUES59
OBSERVED COVERAGE96.0
ALL NINE DIMENSIONSsame-season percentiles
Scoring environment
18
Shot volume
74
Home advantage
26
Draw tendency
62
Late drama
57
Comeback frequency
96
Discipline heat
44
Formation diversity
64
Competitive parity
47
OBSERVATION COVERAGEmissing data is never zero-filled
Events100%
Lineups100%
Shot Statistics100%
Reconciled Timelines100%
Possession Statistics100%
LEAGUE SIGNATURErelative extremes
MOST DISTINCTIVE HIGH TRAITS
Comeback frequency96
Shot volume74
Formation diversity64
LOW RELATIVE TRAITS
Scoring environment18
Home advantage26
Discipline heat44
CLUB GENOMES20 current teams · alphabetical, not ranked
Arezzo
Team DNA currently withheld
Ascoli
Team DNA currently withheld
Avellino
Team DNA currently withheld
Benevento
Team DNA currently withheld
Carrarese
Team DNA currently withheld
Catanzaro
Team DNA currently withheld
Cesena
Team DNA currently withheld
Cremonese
Team DNA currently withheld
Empoli
Team DNA currently withheld
Hellas Verona
Team DNA currently withheld
Juve Stabia
Team DNA currently withheld
Mantova
Team DNA currently withheld
Modena
Team DNA currently withheld
Padova
Team DNA currently withheld
Palermo
Team DNA currently withheld
Pisa
Team DNA currently withheld
Sampdoria
Team DNA currently withheld
Sudtirol
Team DNA currently withheld
Vicenza Virtus
Team DNA currently withheld
Virtus Entella
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 lineage
fa40c21f5aca16ec3003e48ed7b9d3c4f04f284a17c14e7c041bcfaabd45bc34