Top Shelf Analytics

All columns reflect raw NHL skater data prepared from NHL API endpoints, with the exception of season, seasonId, gameTypeId, and teamAbbrev, which are added during the publish process for filtering, grouping, and consistency across datasets.

These standardized fields support multi-season filtering, team identification, grouping, and downstream analysis workflows across the platform.

These datasets can support historical analysis, dashboards, and predictive modeling workflows.

Source data may be revised or updated over time.