Archetype Clustering

Explore how unsupervised machine learning clustering categorizes different player archetypes by position.

All data from the 2024-2025 NBA season.

Positions

Explore by Position

Five roles, distinct archetypes. Select a position to view clustered play styles.

PG

Point Guard

Ball handling, playmaking, pace control

PlaymakingPnRPerimeter

View PG clusters

SG

Shooting Guard

Perimeter scoring and off-ball movement

ScoringCatch & ShootSpacing

View SG clusters

SF

Small Forward

Two-way versatility across the wing

Slashing3&DSwitchability

View SF clusters

PF

Power Forward

Physicality, screening, stretch potential

StretchRollRebounding

View PF clusters

C

Center

Rim protection, finishing, interior gravity

Rim ProtectPostBoards

View C clusters