Download
Per-season shot-level CSV files including xG values from the xgboost_iso model.
Uncompressed; typical file size 68–80 MB per season.
Season Downloads
| Season | Type | Est. Size |
|---|
All Seasons
| shots_all_seasons.tar.gz | 2015–2025, all regular seasons | ~1.2 GB uncompressed |
Columns Reference
shot_id · nhl_game_id · season · game_type · game_date · shooting_team · shooter · shooter_position · shooter_handedness · goalie · period · time_in_period_seconds · shot_type · is_goal · is_home_team_shooting · shooting_team_skaters · defending_team_skaters · defending_empty_net · own_empty_net · power_play_seconds · x_coord · y_coord · shot_x · shot_y · shot_distance · shot_angle · shot_from_behind_center · distance_from_prev_event · time_since_last_event · speed_from_prev_event · rebound_angle_rate · net_skater_advantage · is_forehand_side · is_blocker_side · feature_version · xg_value · model_name · model_version