S. Dumont

Nationality not supplied · observed spell #14444

CONFIDENCEC

DETAILED SAMPLE9matches

CORE COVERAGE100%

OBSERVED SPELL2026-08-22to 2026-10-31

Observed assignment spell, not employment tenure.

2026-08-22 → 2026-10-31 are the first and last fixture assignments observed in our certified lineup evidence. They are not claimed appointment, contract or dismissal dates.

MANAGER DNA · 8 DIMENSIONSmanager-dna-v0.1-research

Control orientation4

Possession and passing-volume profile during this observed coach spell.

Attack volume75

Shot and corner volume relative to same-competition manager-spell peers.

Directness96

Observed attacking directness from shots, passes and possession context.

Formation flexibility50

How varied the observed starting formations were during the spell.

XI rotation42

Match-to-match starter churn across co-observed lineups.

Substitution activity38

Observed substitution volume per match.

Early intervention54

Substitutions made by minute 60 per match.

Disruption56

Observed fouls and card-points profile during the spell.

EVIDENCE & INTERPRETATIONwhat this profile can and cannot say

Spell-specific

9 observed coach-assignment matches across 9 fixtures in this spell context.

Detailed coverage

Statistics 100% · lineups 100% · events 100% · starters 100%.

Peer context

Percentiles compare this spell with 13 eligible manager-spell peers in Ligue 1 2026.

No causal claim

The DNA describes team behaviour observed during this assignment. It does not establish that the coach caused those behaviours, results or changes.

DUAL LINEAGEassignment authority + detailed behavioural evidence

MODEL: manager-dna-v0.1-research
FEATURE BUILDER: manager-spell-features-v0.1-research
MANIFEST: manager-spell-source-manifest-v0.1
SPELL ID: 14444
OBSERVED SPELL SHA-256: c1cf0bd14d5f4c3759e249c30e0d73352a6927d51958c55b6cebffa9a2b0ef75
MANAGER FEATURE SHA-256: 6fbd5cc63f727e30c9c7b0e3102bf1ff0497dd858466fa1b2f5abf1e67dd1043