Data DictionaryScoreboard KeyStaging44 waypoints

Stat Legend

Data Dictionary — Staging

Field-level documentation for all staging schema tables

Browse Data Dictionary Next best page Open docs map

Generated pageCommand-ownedSchema metadata

Generated field inventory

Read staging as the translation layer

This inventory shows where raw payloads start sounding like a warehouse. Use it to verify normalized names, key cleanup, and source carry-through before you reason about downstream joins.

Best for

Normalization checks

confirm how raw fields were cleaned up for staging and load

Best signal

Join-ready keys

staging names, foreign keys, and cleaned types usually get clearer here

Ownership

Command-owned

regenerate from schema metadata instead of hand-editing

How to work this page

1

Compare staging names to the raw counterpart

This is the right page when the upstream field exists, but you need the normalized warehouse-facing name.

2

Watch the cleaned keys and types

Staging is where foreign-key hints, renamed identifiers, and typed columns start becoming useful for SQL.

3

Follow the possession downstream

Once the staging shape is clear, switch to relationships or lineage to understand impact and joins.

Quick scan

Jump by cleaned staging family

Scan the normalized table groups first so you do not have to read the full staging inventory top to bottom.

43 table blocks26 Staging familiesTOC-driven

Box Score

Jump into the matching table family, then read the exact block.

9

staging_box_score_advanced_player staging_box_score_defensive_player staging_box_score_four_factors_player staging_box_score_four_factors_team staging_box_score_hustle_player staging_box_score_matchups

+3 more in the page TOC and section list.

Player Dashboard

Jump into the matching table family, then read the exact block.

7

staging_player_dashboard_clutch staging_player_dashboard_game_splits staging_player_dashboard_general_splits staging_player_dashboard_last_n_games staging_player_dashboard_shooting_splits staging_player_dashboard_team_performance

+1 more in the page TOC and section list.

League Dash

Jump into the matching table family, then read the exact block.

2

staging_league_dash_player_stats staging_league_dash_team_stats

Play By

Jump into the matching table family, then read the exact block.

2

staging_play_by_play_v2 staging_play_by_play_v3

Player Shoot

Jump into the matching table family, then read the exact block.

2

staging_player_shoot_assisted_by staging_player_shoot_type_summary

Arena Info

Jump into the matching table family, then read the exact block.

1

staging_arena_info

Common All

Jump into the matching table family, then read the exact block.

1

staging_common_all_players

Common Team

Jump into the matching table family, then read the exact block.

1

staging_common_team_years

Draft Combine

Jump into the matching table family, then read the exact block.

1

staging_draft_combine_stats

Draft History

Jump into the matching table family, then read the exact block.

1

staging_draft_history

Game Leaders

Jump into the matching table family, then read the exact block.

1

staging_game_leaders

Game Rotation

Jump into the matching table family, then read the exact block.

1

staging_game_rotation

League Game

Jump into the matching table family, then read the exact block.

1

staging_league_game_log

League Lineup

Jump into the matching table family, then read the exact block.

1

staging_league_lineup_viz

League Standings

Jump into the matching table family, then read the exact block.

1

staging_league_standings_v3

Player Game

Jump into the matching table family, then read the exact block.

1

staging_player_game_log

Player Index

Jump into the matching table family, then read the exact block.

1

staging_player_index

Player Perf

Jump into the matching table family, then read the exact block.

1

staging_player_perf_pts_scored

Schedule League

Jump into the matching table family, then read the exact block.

1

staging_schedule_league_v2

Scoreboard V2

Jump into the matching table family, then read the exact block.

1

staging_scoreboard_v2

Shot Chart

Jump into the matching table family, then read the exact block.

1

staging_shot_chart_detail

Synergy Play

Jump into the matching table family, then read the exact block.

1

staging_synergy_play_types

Team Details

Jump into the matching table family, then read the exact block.

1

staging_team_details

Team Game

Jump into the matching table family, then read the exact block.

1

staging_team_game_log

Team Info

Jump into the matching table family, then read the exact block.

1

staging_team_info_common

Win Probability

Jump into the matching table family, then read the exact block.

1

staging_win_probability

Data Dictionary — Staging

staging_arena_info

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreSummaryV3.ArenaInfo.gameId`
`arena_id`	`Int64`	Yes	Arena identifier	`BoxScoreSummaryV3.ArenaInfo.arenaId`
`arena_name`	`String`	Yes	Arena name	`BoxScoreSummaryV3.ArenaInfo.arenaName`
`arena_city`	`String`	Yes	Arena city	`BoxScoreSummaryV3.ArenaInfo.arenaCity`
`arena_state`	`String`	Yes	Arena state or province	`BoxScoreSummaryV3.ArenaInfo.arenaState`
`arena_country`	`String`	Yes	Arena country	`BoxScoreSummaryV3.ArenaInfo.arenaCountry`
`arena_timezone`	`String`	Yes	Arena timezone	`BoxScoreSummaryV3.ArenaInfo.arenaTimezone`

staging_box_score_advanced_player

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreAdvancedV3.PlayerStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreAdvancedV3.PlayerStats.TEAM_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`BoxScoreAdvancedV3.PlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`BoxScoreAdvancedV3.PlayerStats.PLAYER_NAME`
`min`	`String`	Yes	Minutes played as string	`BoxScoreAdvancedV3.PlayerStats.MIN`
`e_off_rating`	`Float64`	Yes	Estimated offensive rating	`BoxScoreAdvancedV3.PlayerStats.E_OFF_RATING`
`off_rating`	`Float64`	Yes	Offensive rating	`BoxScoreAdvancedV3.PlayerStats.OFF_RATING`
`e_def_rating`	`Float64`	Yes	Estimated defensive rating	`BoxScoreAdvancedV3.PlayerStats.E_DEF_RATING`
`def_rating`	`Float64`	Yes	Defensive rating	`BoxScoreAdvancedV3.PlayerStats.DEF_RATING`
`e_net_rating`	`Float64`	Yes	Estimated net rating	`BoxScoreAdvancedV3.PlayerStats.E_NET_RATING`
`net_rating`	`Float64`	Yes	Net rating	`BoxScoreAdvancedV3.PlayerStats.NET_RATING`
`ast_pct`	`Float64`	Yes	Assist percentage	`BoxScoreAdvancedV3.PlayerStats.AST_PCT`
`ast_tov`	`Float64`	Yes	Assist to turnover ratio	`BoxScoreAdvancedV3.PlayerStats.AST_TOV`
`ast_ratio`	`Float64`	Yes	Assist ratio	`BoxScoreAdvancedV3.PlayerStats.AST_RATIO`
`oreb_pct`	`Float64`	Yes	Offensive rebound percentage	`BoxScoreAdvancedV3.PlayerStats.OREB_PCT`
`dreb_pct`	`Float64`	Yes	Defensive rebound percentage	`BoxScoreAdvancedV3.PlayerStats.DREB_PCT`
`reb_pct`	`Float64`	Yes	Total rebound percentage	`BoxScoreAdvancedV3.PlayerStats.REB_PCT`
`tov_pct`	`Float64`	Yes	Turnover percentage	`BoxScoreAdvancedV3.PlayerStats.TOV_PCT`
`efg_pct`	`Float64`	Yes	Effective field goal percentage	`BoxScoreAdvancedV3.PlayerStats.EFG_PCT`
`ts_pct`	`Float64`	Yes	True shooting percentage	`BoxScoreAdvancedV3.PlayerStats.TS_PCT`
`usg_pct`	`Float64`	Yes	Usage percentage	`BoxScoreAdvancedV3.PlayerStats.USG_PCT`
`e_usg_pct`	`Float64`	Yes	Estimated usage percentage	`BoxScoreAdvancedV3.PlayerStats.E_USG_PCT`
`e_pace`	`Float64`	Yes	Estimated pace	`BoxScoreAdvancedV3.PlayerStats.E_PACE`
`pace`	`Float64`	Yes	Pace factor	`BoxScoreAdvancedV3.PlayerStats.PACE`
`pace_per40`	`Float64`	Yes	Pace per 40 minutes	`BoxScoreAdvancedV3.PlayerStats.PACE_PER40`
`poss`	`Float64`	Yes	Possessions	`BoxScoreAdvancedV3.PlayerStats.POSS`
`pie`	`Float64`	Yes	Player impact estimate	`BoxScoreAdvancedV3.PlayerStats.PIE`

staging_box_score_defensive_player

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreDefensiveV2.PlayerStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreDefensiveV2.PlayerStats.TEAM_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`BoxScoreDefensiveV2.PlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`BoxScoreDefensiveV2.PlayerStats.PLAYER_NAME`
`min`	`String`	Yes	Minutes played as string	`BoxScoreDefensiveV2.PlayerStats.MIN`
`matchup_min`	`Float64`	Yes	Minutes in matchup defense	`BoxScoreDefensiveV2.PlayerStats.MATCHUP_MIN`
`partial_poss`	`Float64`	Yes	Partial possessions defended	`BoxScoreDefensiveV2.PlayerStats.PARTIAL_POSS`
`switches_on`	`Float64`	Yes	Number of defensive switches	`BoxScoreDefensiveV2.PlayerStats.SWITCHES_ON`
`player_pts`	`Float64`	Yes	Points allowed on defense	`BoxScoreDefensiveV2.PlayerStats.PLAYER_PTS`
`def_fgm`	`Float64`	Yes	Defended field goals made	`BoxScoreDefensiveV2.PlayerStats.DEF_FGM`
`def_fga`	`Float64`	Yes	Defended field goals attempted	`BoxScoreDefensiveV2.PlayerStats.DEF_FGA`
`def_fg_pct`	`Float64`	Yes	Defended field goal percentage	`BoxScoreDefensiveV2.PlayerStats.DEF_FG_PCT`

staging_box_score_four_factors_player

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreFourFactorsV3.PlayerStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreFourFactorsV3.PlayerStats.TEAM_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`BoxScoreFourFactorsV3.PlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`BoxScoreFourFactorsV3.PlayerStats.PLAYER_NAME`
`min`	`String`	Yes	Minutes played as string	`BoxScoreFourFactorsV3.PlayerStats.MIN`
`effective_field_goal_percentage`	`Float64`	Yes	Effective field goal percentage	`BoxScoreFourFactorsV3.PlayerStats.EFG_PCT`
`free_throw_attempt_rate`	`Float64`	Yes	Free throw attempt rate	`BoxScoreFourFactorsV3.PlayerStats.FTA_RATE`
`team_turnover_percentage`	`Float64`	Yes	Team turnover percentage	`BoxScoreFourFactorsV3.PlayerStats.TM_TOV_PCT`
`offensive_rebound_percentage`	`Float64`	Yes	Offensive rebound percentage	`BoxScoreFourFactorsV3.PlayerStats.OREB_PCT`
`opp_effective_field_goal_percentage`	`Float64`	Yes	Opponent effective field goal percentage	`BoxScoreFourFactorsV3.PlayerStats.OPP_EFG_PCT`
`opp_free_throw_attempt_rate`	`Float64`	Yes	Opponent free throw attempt rate	`BoxScoreFourFactorsV3.PlayerStats.OPP_FTA_RATE`
`opp_team_turnover_percentage`	`Float64`	Yes	Opponent team turnover percentage	`BoxScoreFourFactorsV3.PlayerStats.OPP_TOV_PCT`
`opp_offensive_rebound_percentage`	`Float64`	Yes	Opponent offensive rebound percentage	`BoxScoreFourFactorsV3.PlayerStats.OPP_OREB_PCT`

staging_box_score_four_factors_team

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreFourFactorsV3.TeamStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreFourFactorsV3.TeamStats.TEAM_ID`
`team_name`	`String`	Yes	Team name	`BoxScoreFourFactorsV3.TeamStats.TEAM_NAME`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`BoxScoreFourFactorsV3.TeamStats.TEAM_ABBREVIATION`
`effective_field_goal_percentage`	`Float64`	Yes	Effective field goal percentage	`BoxScoreFourFactorsV3.TeamStats.EFG_PCT`
`free_throw_attempt_rate`	`Float64`	Yes	Free throw attempt rate	`BoxScoreFourFactorsV3.TeamStats.FTA_RATE`
`team_turnover_percentage`	`Float64`	Yes	Team turnover percentage	`BoxScoreFourFactorsV3.TeamStats.TM_TOV_PCT`
`offensive_rebound_percentage`	`Float64`	Yes	Offensive rebound percentage	`BoxScoreFourFactorsV3.TeamStats.OREB_PCT`
`opp_effective_field_goal_percentage`	`Float64`	Yes	Opponent effective field goal percentage	`BoxScoreFourFactorsV3.TeamStats.OPP_EFG_PCT`
`opp_free_throw_attempt_rate`	`Float64`	Yes	Opponent free throw attempt rate	`BoxScoreFourFactorsV3.TeamStats.OPP_FTA_RATE`
`opp_team_turnover_percentage`	`Float64`	Yes	Opponent team turnover percentage	`BoxScoreFourFactorsV3.TeamStats.OPP_TOV_PCT`
`opp_offensive_rebound_percentage`	`Float64`	Yes	Opponent offensive rebound percentage	`BoxScoreFourFactorsV3.TeamStats.OPP_OREB_PCT`

staging_box_score_hustle_player

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreHustleV2.PlayerStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreHustleV2.PlayerStats.TEAM_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`BoxScoreHustleV2.PlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`BoxScoreHustleV2.PlayerStats.PLAYER_NAME`
`min`	`String`	Yes	Minutes played as string	`BoxScoreHustleV2.PlayerStats.MIN`
`contested_shots`	`Float64`	Yes	Contested shots	`BoxScoreHustleV2.PlayerStats.CONTESTED_SHOTS`
`contested_shots_2pt`	`Float64`	Yes	Contested two-point shots	`BoxScoreHustleV2.PlayerStats.CONTESTED_SHOTS_2PT`
`contested_shots_3pt`	`Float64`	Yes	Contested three-point shots	`BoxScoreHustleV2.PlayerStats.CONTESTED_SHOTS_3PT`
`deflections`	`Float64`	Yes	Deflections	`BoxScoreHustleV2.PlayerStats.DEFLECTIONS`
`charges_drawn`	`Float64`	Yes	Charges drawn	`BoxScoreHustleV2.PlayerStats.CHARGES_DRAWN`
`screen_assists`	`Float64`	Yes	Screen assists	`BoxScoreHustleV2.PlayerStats.SCREEN_ASSISTS`
`screen_ast_pts`	`Float64`	Yes	Points from screen assists	`BoxScoreHustleV2.PlayerStats.SCREEN_AST_PTS`
`loose_balls_recovered`	`Float64`	Yes	Loose balls recovered	`BoxScoreHustleV2.PlayerStats.LOOSE_BALLS_RECOVERED`
`box_outs`	`Float64`	Yes	Box outs	`BoxScoreHustleV2.PlayerStats.BOX_OUTS`

staging_box_score_matchups

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier (FK → staging_game_log.game_id)	`BoxScoreMatchupsV3.PlayerStats.GAME_ID`
`off_team_id`	`Int64`	Yes	Offensive team identifier (FK → staging_team.team_id)	`BoxScoreMatchupsV3.PlayerStats.OFF_TEAM_ID`
`off_team_abbreviation`	`String`	Yes	Offensive team abbreviation	`BoxScoreMatchupsV3.PlayerStats.OFF_TEAM_ABBREVIATION`
`def_team_id`	`Int64`	Yes	Defensive team identifier (FK → staging_team.team_id)	`BoxScoreMatchupsV3.PlayerStats.DEF_TEAM_ID`
`def_team_abbreviation`	`String`	Yes	Defensive team abbreviation	`BoxScoreMatchupsV3.PlayerStats.DEF_TEAM_ABBREVIATION`
`off_player_id`	`Int64`	Yes	Offensive player identifier (FK → staging_player.person_id)	`BoxScoreMatchupsV3.PlayerStats.OFF_PLAYER_ID`
`off_player_name`	`String`	Yes	Offensive player name	`BoxScoreMatchupsV3.PlayerStats.OFF_PLAYER_NAME`
`def_player_id`	`Int64`	Yes	Defensive player identifier (FK → staging_player.person_id)	`BoxScoreMatchupsV3.PlayerStats.DEF_PLAYER_ID`
`def_player_name`	`String`	Yes	Defensive player name	`BoxScoreMatchupsV3.PlayerStats.DEF_PLAYER_NAME`
`matchup_min`	`Float64`	Yes	Minutes in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_MIN`
`partial_poss`	`Float64`	Yes	Partial possessions in matchup	`BoxScoreMatchupsV3.PlayerStats.PARTIAL_POSS`
`player_pts`	`Float64`	Yes	Player points in matchup	`BoxScoreMatchupsV3.PlayerStats.PLAYER_PTS`
`team_pts`	`Float64`	Yes	Team points in matchup	`BoxScoreMatchupsV3.PlayerStats.TEAM_PTS`
`matchup_ast`	`Float64`	Yes	Assists in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_AST`
`matchup_tov`	`Float64`	Yes	Turnovers in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_TOV`
`matchup_blk`	`Float64`	Yes	Blocks in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_BLK`
`matchup_fgm`	`Float64`	Yes	Field goals made in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FGM`
`matchup_fga`	`Float64`	Yes	Field goals attempted	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FGA`
`matchup_fg_pct`	`Float64`	Yes	Field goal pct in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FG_PCT`
`matchup_fg3m`	`Float64`	Yes	Three-pointers made	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FG3M`
`matchup_fg3a`	`Float64`	Yes	Three-pointers attempted	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FG3A`
`matchup_fg3_pct`	`Float64`	Yes	Three-point pct in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FG3_PCT`
`help_blk`	`Float64`	Yes	Help blocks in matchup	`BoxScoreMatchupsV3.PlayerStats.HELP_BLK`
`help_fgm`	`Float64`	Yes	Help field goals made	`BoxScoreMatchupsV3.PlayerStats.HELP_FGM`
`help_fga`	`Float64`	Yes	Help field goals attempted	`BoxScoreMatchupsV3.PlayerStats.HELP_FGA`
`help_fg_pct`	`Float64`	Yes	Help field goal percentage	`BoxScoreMatchupsV3.PlayerStats.HELP_FG_PCT`
`matchup_ftm`	`Float64`	Yes	Free throws made in matchup	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FTM`
`matchup_fta`	`Float64`	Yes	Free throws attempted	`BoxScoreMatchupsV3.PlayerStats.MATCHUP_FTA`
`switches_on`	`Float64`	Yes	Switches onto player	`BoxScoreMatchupsV3.PlayerStats.SWITCHES_ON`

staging_box_score_player_track

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScorePlayerTrackV3.PlayerStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScorePlayerTrackV3.PlayerStats.TEAM_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`BoxScorePlayerTrackV3.PlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`BoxScorePlayerTrackV3.PlayerStats.PLAYER_NAME`
`min`	`String`	Yes	Minutes played as string	`BoxScorePlayerTrackV3.PlayerStats.MIN`
`spd`	`Float64`	Yes	Average speed in mph	`BoxScorePlayerTrackV3.PlayerStats.SPD`
`dist`	`Float64`	Yes	Distance covered in miles	`BoxScorePlayerTrackV3.PlayerStats.DIST`
`orbc`	`Float64`	Yes	Offensive rebound chances	`BoxScorePlayerTrackV3.PlayerStats.ORBC`
`drbc`	`Float64`	Yes	Defensive rebound chances	`BoxScorePlayerTrackV3.PlayerStats.DRBC`
`rbc`	`Float64`	Yes	Total rebound chances	`BoxScorePlayerTrackV3.PlayerStats.RBC`
`tchs`	`Float64`	Yes	Touches	`BoxScorePlayerTrackV3.PlayerStats.TCHS`
`sast`	`Float64`	Yes	Secondary assists	`BoxScorePlayerTrackV3.PlayerStats.SAST`
`ftast`	`Float64`	Yes	Free throw assists	`BoxScorePlayerTrackV3.PlayerStats.FTAST`
`pass`	`Float64`	Yes	Passes made	`BoxScorePlayerTrackV3.PlayerStats.PASS`
`cfgm`	`Float64`	Yes	Contested field goals made	`BoxScorePlayerTrackV3.PlayerStats.CFGM`
`cfga`	`Float64`	Yes	Contested field goals attempted	`BoxScorePlayerTrackV3.PlayerStats.CFGA`
`cfg_pct`	`Float64`	Yes	Contested field goal percentage	`BoxScorePlayerTrackV3.PlayerStats.CFG_PCT`
`ufgm`	`Float64`	Yes	Uncontested field goals made	`BoxScorePlayerTrackV3.PlayerStats.UFGM`
`ufga`	`Float64`	Yes	Uncontested field goals attempted	`BoxScorePlayerTrackV3.PlayerStats.UFGA`
`ufg_pct`	`Float64`	Yes	Uncontested field goal percentage	`BoxScorePlayerTrackV3.PlayerStats.UFG_PCT`
`dfgm`	`Float64`	Yes	Defended field goals made	`BoxScorePlayerTrackV3.PlayerStats.DFGM`
`dfga`	`Float64`	Yes	Defended field goals attempted	`BoxScorePlayerTrackV3.PlayerStats.DFGA`
`dfg_pct`	`Float64`	Yes	Defended field goal percentage	`BoxScorePlayerTrackV3.PlayerStats.DFG_PCT`

staging_box_score_traditional_player

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreTraditionalV3.PlayerStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreTraditionalV3.PlayerStats.TEAM_ID`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`BoxScoreTraditionalV3.PlayerStats.TEAM_ABBREVIATION`
`team_city`	`String`	Yes	Team city name	`BoxScoreTraditionalV3.PlayerStats.TEAM_CITY`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`BoxScoreTraditionalV3.PlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`BoxScoreTraditionalV3.PlayerStats.PLAYER_NAME`
`nickname`	`String`	Yes	Player nickname	`BoxScoreTraditionalV3.PlayerStats.NICKNAME`
`start_position`	`String`	Yes	Starting position (F/C/G)	`BoxScoreTraditionalV3.PlayerStats.START_POSITION`
`comment`	`String`	Yes	Player status comment	`BoxScoreTraditionalV3.PlayerStats.COMMENT`
`min`	`String`	Yes	Minutes played as string	`BoxScoreTraditionalV3.PlayerStats.MIN`
`fgm`	`Float64`	Yes	Field goals made	`BoxScoreTraditionalV3.PlayerStats.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`BoxScoreTraditionalV3.PlayerStats.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`BoxScoreTraditionalV3.PlayerStats.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`BoxScoreTraditionalV3.PlayerStats.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`BoxScoreTraditionalV3.PlayerStats.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`BoxScoreTraditionalV3.PlayerStats.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`BoxScoreTraditionalV3.PlayerStats.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`BoxScoreTraditionalV3.PlayerStats.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`BoxScoreTraditionalV3.PlayerStats.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`BoxScoreTraditionalV3.PlayerStats.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`BoxScoreTraditionalV3.PlayerStats.DREB`
`reb`	`Float64`	Yes	Total rebounds	`BoxScoreTraditionalV3.PlayerStats.REB`
`ast`	`Float64`	Yes	Assists	`BoxScoreTraditionalV3.PlayerStats.AST`
`stl`	`Float64`	Yes	Steals	`BoxScoreTraditionalV3.PlayerStats.STL`
`blk`	`Float64`	Yes	Blocks	`BoxScoreTraditionalV3.PlayerStats.BLK`
`tov`	`Float64`	Yes	Turnovers	`BoxScoreTraditionalV3.PlayerStats.TOV`
`pf`	`Float64`	Yes	Personal fouls	`BoxScoreTraditionalV3.PlayerStats.PF`
`pts`	`Float64`	Yes	Points scored	`BoxScoreTraditionalV3.PlayerStats.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`BoxScoreTraditionalV3.PlayerStats.PLUS_MINUS`

staging_box_score_traditional_team

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`BoxScoreTraditionalV3.TeamStats.GAME_ID`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`BoxScoreTraditionalV3.TeamStats.TEAM_ID`
`team_name`	`String`	Yes	Team name	`BoxScoreTraditionalV3.TeamStats.TEAM_NAME`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`BoxScoreTraditionalV3.TeamStats.TEAM_ABBREVIATION`
`team_city`	`String`	Yes	Team city name	`BoxScoreTraditionalV3.TeamStats.TEAM_CITY`
`min`	`Float64`	Yes	Total team minutes played	`BoxScoreTraditionalV3.TeamStats.MIN`
`fgm`	`Float64`	Yes	Field goals made	`BoxScoreTraditionalV3.TeamStats.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`BoxScoreTraditionalV3.TeamStats.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`BoxScoreTraditionalV3.TeamStats.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`BoxScoreTraditionalV3.TeamStats.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`BoxScoreTraditionalV3.TeamStats.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`BoxScoreTraditionalV3.TeamStats.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`BoxScoreTraditionalV3.TeamStats.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`BoxScoreTraditionalV3.TeamStats.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`BoxScoreTraditionalV3.TeamStats.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`BoxScoreTraditionalV3.TeamStats.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`BoxScoreTraditionalV3.TeamStats.DREB`
`reb`	`Float64`	Yes	Total rebounds	`BoxScoreTraditionalV3.TeamStats.REB`
`ast`	`Float64`	Yes	Assists	`BoxScoreTraditionalV3.TeamStats.AST`
`stl`	`Float64`	Yes	Steals	`BoxScoreTraditionalV3.TeamStats.STL`
`blk`	`Float64`	Yes	Blocks	`BoxScoreTraditionalV3.TeamStats.BLK`
`tov`	`Float64`	Yes	Turnovers	`BoxScoreTraditionalV3.TeamStats.TOV`
`pf`	`Float64`	Yes	Personal fouls	`BoxScoreTraditionalV3.TeamStats.PF`
`pts`	`Float64`	Yes	Points scored	`BoxScoreTraditionalV3.TeamStats.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`BoxScoreTraditionalV3.TeamStats.PLUS_MINUS`

staging_common_all_players

Column	Type	Nullable	Description	Source
`person_id`	`Int64`	No	Unique player identifier	`CommonAllPlayers.CommonAllPlayers.PERSON_ID`
`display_last_comma_first`	`String`	Yes	Player name as Last, First	`CommonAllPlayers.CommonAllPlayers.DISPLAY_LAST_COMMA_FIRST`
`display_first_last`	`String`	No	Player name as First Last	`CommonAllPlayers.CommonAllPlayers.DISPLAY_FIRST_LAST`
`roster_status`	`Int64`	Yes	Active roster flag (0 or 1)	`CommonAllPlayers.CommonAllPlayers.ROSTER_STATUS`
`from_year`	`String`	Yes	First year in the league	`CommonAllPlayers.CommonAllPlayers.FROM_YEAR`
`to_year`	`String`	Yes	Last year in the league	`CommonAllPlayers.CommonAllPlayers.TO_YEAR`
`playercode`	`String`	Yes	Player code slug	`CommonAllPlayers.CommonAllPlayers.PLAYERCODE`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`CommonAllPlayers.CommonAllPlayers.TEAM_ID`
`team_city`	`String`	Yes	Team city name	`CommonAllPlayers.CommonAllPlayers.TEAM_CITY`
`team_name`	`String`	Yes	Team name	`CommonAllPlayers.CommonAllPlayers.TEAM_NAME`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`CommonAllPlayers.CommonAllPlayers.TEAM_ABBREVIATION`
`team_code`	`String`	Yes	Team code slug	`CommonAllPlayers.CommonAllPlayers.TEAM_CODE`
`games_played_flag`	`String`	Yes	Flag indicating games played	`CommonAllPlayers.CommonAllPlayers.GAMES_PLAYED_FLAG`

staging_common_team_years

Column	Type	Nullable	Description	Source
`league_id`	`String`	No	League identifier	`CommonTeamYears.TeamYears.LEAGUE_ID`
`team_id`	`Int64`	No	Unique team identifier	`CommonTeamYears.TeamYears.TEAM_ID`
`min_year`	`String`	Yes	First year of team activity	`CommonTeamYears.TeamYears.MIN_YEAR`
`max_year`	`String`	Yes	Last year of team activity	`CommonTeamYears.TeamYears.MAX_YEAR`
`abbreviation`	`String`	No	Team abbreviation code	`CommonTeamYears.TeamYears.ABBREVIATION`

staging_draft_combine_stats

Column	Type	Nullable	Description	Source
`season`	`String`	No	Combine season year	`DraftCombineStats.DraftCombineStats.SEASON`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`DraftCombineStats.DraftCombineStats.PLAYER_ID`
`first_name`	`String`	Yes	Player first name	`DraftCombineStats.DraftCombineStats.FIRST_NAME`
`last_name`	`String`	Yes	Player last name	`DraftCombineStats.DraftCombineStats.LAST_NAME`
`player_name`	`String`	Yes	Player full name	`DraftCombineStats.DraftCombineStats.PLAYER_NAME`
`position`	`String`	Yes	Player position	`DraftCombineStats.DraftCombineStats.POSITION`
`height_wo_shoes`	`Float64`	Yes	Height without shoes in inches	`DraftCombineStats.DraftCombineStats.HEIGHT_WO_SHOES`
`height_wo_shoes_ft_in`	`String`	Yes	Height without shoes in feet-inches	`DraftCombineStats.DraftCombineStats.HEIGHT_WO_SHOES_FT_IN`
`height_w_shoes`	`Float64`	Yes	Height with shoes in inches	`DraftCombineStats.DraftCombineStats.HEIGHT_W_SHOES`
`height_w_shoes_ft_in`	`String`	Yes	Height with shoes in feet-inches	`DraftCombineStats.DraftCombineStats.HEIGHT_W_SHOES_FT_IN`
`weight`	`Float64`	Yes	Player weight in pounds	`DraftCombineStats.DraftCombineStats.WEIGHT`
`wingspan`	`Float64`	Yes	Wingspan in inches	`DraftCombineStats.DraftCombineStats.WINGSPAN`
`wingspan_ft_in`	`String`	Yes	Wingspan in feet-inches	`DraftCombineStats.DraftCombineStats.WINGSPAN_FT_IN`
`standing_reach`	`Float64`	Yes	Standing reach in inches	`DraftCombineStats.DraftCombineStats.STANDING_REACH`
`standing_reach_ft_in`	`String`	Yes	Standing reach in feet-inches	`DraftCombineStats.DraftCombineStats.STANDING_REACH_FT_IN`
`body_fat_pct`	`Float64`	Yes	Body fat percentage	`DraftCombineStats.DraftCombineStats.BODY_FAT_PCT`
`hand_length`	`Float64`	Yes	Hand length in inches	`DraftCombineStats.DraftCombineStats.HAND_LENGTH`
`hand_width`	`Float64`	Yes	Hand width in inches	`DraftCombineStats.DraftCombineStats.HAND_WIDTH`
`standing_vertical_leap`	`Float64`	Yes	Standing vertical leap in inches	`DraftCombineStats.DraftCombineStats.STANDING_VERTICAL_LEAP`
`max_vertical_leap`	`Float64`	Yes	Maximum vertical leap in inches	`DraftCombineStats.DraftCombineStats.MAX_VERTICAL_LEAP`
`lane_agility_time`	`Float64`	Yes	Lane agility drill time in seconds	`DraftCombineStats.DraftCombineStats.LANE_AGILITY_TIME`
`modified_lane_agility_time`	`Float64`	Yes	Modified lane agility time in seconds	`DraftCombineStats.DraftCombineStats.MODIFIED_LANE_AGILITY_TIME`
`three_quarter_sprint`	`Float64`	Yes	Three-quarter court sprint time in seconds	`DraftCombineStats.DraftCombineStats.THREE_QUARTER_SPRINT`
`bench_press`	`Float64`	Yes	Bench press repetitions	`DraftCombineStats.DraftCombineStats.BENCH_PRESS`

staging_draft_history

Column	Type	Nullable	Description	Source
`person_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`DraftHistory.DraftHistory.PERSON_ID`
`player_name`	`String`	Yes	Player full name	`DraftHistory.DraftHistory.PLAYER_NAME`
`season`	`String`	No	Draft season year	`DraftHistory.DraftHistory.SEASON`
`round_number`	`Int64`	Yes	Draft round number	`DraftHistory.DraftHistory.ROUND_NUMBER`
`round_pick`	`Int64`	Yes	Pick number within the round	`DraftHistory.DraftHistory.ROUND_PICK`
`overall_pick`	`Int64`	Yes	Overall draft pick number	`DraftHistory.DraftHistory.OVERALL_PICK`
`draft_type`	`String`	Yes	Type of draft	`DraftHistory.DraftHistory.DRAFT_TYPE`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`DraftHistory.DraftHistory.TEAM_ID`
`team_city`	`String`	Yes	Team city name	`DraftHistory.DraftHistory.TEAM_CITY`
`team_name`	`String`	Yes	Team name	`DraftHistory.DraftHistory.TEAM_NAME`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`DraftHistory.DraftHistory.TEAM_ABBREVIATION`
`organization`	`String`	Yes	Pre-draft organization	`DraftHistory.DraftHistory.ORGANIZATION`
`organization_type`	`String`	Yes	Type of pre-draft organization	`DraftHistory.DraftHistory.ORGANIZATION_TYPE`
`player_profile_flag`	`Int64`	Yes	Player profile availability flag	`DraftHistory.DraftHistory.PLAYER_PROFILE_FLAG`

staging_game_leaders

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`ScoreboardV3.GameLeaders.gameId`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`ScoreboardV3.GameLeaders.teamId`
`leader_type`	`String`	No	Leader category (home or away)	`ScoreboardV3.GameLeaders.leaderType`
`person_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`ScoreboardV3.GameLeaders.personId`
`name`	`String`	No	Player display name	`ScoreboardV3.GameLeaders.name`
`player_slug`	`String`	Yes	Player URL slug	`ScoreboardV3.GameLeaders.playerSlug`
`jersey_num`	`String`	Yes	Player jersey number	`ScoreboardV3.GameLeaders.jerseyNum`
`position`	`String`	Yes	Player position	`ScoreboardV3.GameLeaders.position`
`team_tricode`	`String`	Yes	Three-letter team code	`ScoreboardV3.GameLeaders.teamTricode`
`points`	`Float64`	Yes	Points scored	`ScoreboardV3.GameLeaders.points`
`rebounds`	`Float64`	Yes	Total rebounds	`ScoreboardV3.GameLeaders.rebounds`
`assists`	`Float64`	Yes	Total assists	`ScoreboardV3.GameLeaders.assists`

staging_game_rotation

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`GameRotation.HomeTeam.GAME_ID`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`GameRotation.HomeTeam.TEAM_ID`
`team_city`	`String`	Yes	Team city name	`GameRotation.HomeTeam.TEAM_CITY`
`team_name`	`String`	Yes	Team name	`GameRotation.HomeTeam.TEAM_NAME`
`person_id`	`Int64`	Yes	Player person identifier (FK → staging_player.person_id)	`GameRotation.HomeTeam.PERSON_ID`
`player_first`	`String`	Yes	Player first name	`GameRotation.HomeTeam.PLAYER_FIRST`
`player_last`	`String`	Yes	Player last name	`GameRotation.HomeTeam.PLAYER_LAST`
`in_time_real`	`Float64`	Yes	Real time player entered game	`GameRotation.HomeTeam.IN_TIME_REAL`
`out_time_real`	`Float64`	Yes	Real time player exited game	`GameRotation.HomeTeam.OUT_TIME_REAL`
`player_pts`	`Float64`	Yes	Points scored during stint	`GameRotation.HomeTeam.PLAYER_PTS`
`pt_diff`	`Float64`	Yes	Point differential during stint	`GameRotation.HomeTeam.PT_DIFF`
`usg_pct`	`Float64`	Yes	Usage percentage during stint	`GameRotation.HomeTeam.USG_PCT`

staging_league_dash_player_stats

Column	Type	Nullable	Description	Source
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`LeagueDashPlayerStats.LeagueDashPlayerStats.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`LeagueDashPlayerStats.LeagueDashPlayerStats.PLAYER_NAME`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`LeagueDashPlayerStats.LeagueDashPlayerStats.TEAM_ID`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`LeagueDashPlayerStats.LeagueDashPlayerStats.TEAM_ABBREVIATION`
`age`	`Float64`	Yes	Player age	`LeagueDashPlayerStats.LeagueDashPlayerStats.AGE`
`gp`	`Int64`	Yes	Games played	`LeagueDashPlayerStats.LeagueDashPlayerStats.GP`
`w`	`Int64`	Yes	Wins	`LeagueDashPlayerStats.LeagueDashPlayerStats.W`
`l`	`Int64`	Yes	Losses	`LeagueDashPlayerStats.LeagueDashPlayerStats.L`
`w_pct`	`Float64`	Yes	Win percentage	`LeagueDashPlayerStats.LeagueDashPlayerStats.W_PCT`
`min`	`Float64`	Yes	Minutes played	`LeagueDashPlayerStats.LeagueDashPlayerStats.MIN`
`fgm`	`Float64`	Yes	Field goals made	`LeagueDashPlayerStats.LeagueDashPlayerStats.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`LeagueDashPlayerStats.LeagueDashPlayerStats.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`LeagueDashPlayerStats.LeagueDashPlayerStats.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`LeagueDashPlayerStats.LeagueDashPlayerStats.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`LeagueDashPlayerStats.LeagueDashPlayerStats.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`LeagueDashPlayerStats.LeagueDashPlayerStats.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`LeagueDashPlayerStats.LeagueDashPlayerStats.DREB`
`reb`	`Float64`	Yes	Total rebounds	`LeagueDashPlayerStats.LeagueDashPlayerStats.REB`
`ast`	`Float64`	Yes	Assists	`LeagueDashPlayerStats.LeagueDashPlayerStats.AST`
`tov`	`Float64`	Yes	Turnovers	`LeagueDashPlayerStats.LeagueDashPlayerStats.TOV`
`stl`	`Float64`	Yes	Steals	`LeagueDashPlayerStats.LeagueDashPlayerStats.STL`
`blk`	`Float64`	Yes	Blocks	`LeagueDashPlayerStats.LeagueDashPlayerStats.BLK`
`blka`	`Float64`	Yes	Blocked attempts	`LeagueDashPlayerStats.LeagueDashPlayerStats.BLKA`
`pf`	`Float64`	Yes	Personal fouls	`LeagueDashPlayerStats.LeagueDashPlayerStats.PF`
`pfd`	`Float64`	Yes	Personal fouls drawn	`LeagueDashPlayerStats.LeagueDashPlayerStats.PFD`
`pts`	`Float64`	Yes	Points scored	`LeagueDashPlayerStats.LeagueDashPlayerStats.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`LeagueDashPlayerStats.LeagueDashPlayerStats.PLUS_MINUS`
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points	`LeagueDashPlayerStats.LeagueDashPlayerStats.NBA_FANTASY_PTS`
`dd2`	`Float64`	Yes	Double-doubles	`LeagueDashPlayerStats.LeagueDashPlayerStats.DD2`
`td3`	`Float64`	Yes	Triple-doubles	`LeagueDashPlayerStats.LeagueDashPlayerStats.TD3`
`gp_rank`	`Int64`	Yes	Games played rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.GP_RANK`
`w_rank`	`Int64`	Yes	Wins rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.W_RANK`
`l_rank`	`Int64`	Yes	Losses rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.L_RANK`
`w_pct_rank`	`Int64`	Yes	Win percentage rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.W_PCT_RANK`
`min_rank`	`Int64`	Yes	Minutes played rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.MIN_RANK`
`fgm_rank`	`Int64`	Yes	Field goals made rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FGM_RANK`
`fga_rank`	`Int64`	Yes	Field goals attempted rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FGA_RANK`
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG_PCT_RANK`
`fg3m_rank`	`Int64`	Yes	Three-point field goals made rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG3M_RANK`
`fg3a_rank`	`Int64`	Yes	Three-point field goals attempted rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG3A_RANK`
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FG3_PCT_RANK`
`ftm_rank`	`Int64`	Yes	Free throws made rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FTM_RANK`
`fta_rank`	`Int64`	Yes	Free throws attempted rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FTA_RANK`
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.FT_PCT_RANK`
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.OREB_RANK`
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.DREB_RANK`
`reb_rank`	`Int64`	Yes	Total rebounds rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.REB_RANK`
`ast_rank`	`Int64`	Yes	Assists rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.AST_RANK`
`tov_rank`	`Int64`	Yes	Turnovers rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.TOV_RANK`
`stl_rank`	`Int64`	Yes	Steals rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.STL_RANK`
`blk_rank`	`Int64`	Yes	Blocks rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.BLK_RANK`
`blka_rank`	`Int64`	Yes	Blocked attempts rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.BLKA_RANK`
`pf_rank`	`Int64`	Yes	Personal fouls rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.PF_RANK`
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.PFD_RANK`
`pts_rank`	`Int64`	Yes	Points scored rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.PTS_RANK`
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.PLUS_MINUS_RANK`
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.NBA_FANTASY_PTS_RANK`
`dd2_rank`	`Int64`	Yes	Double-doubles rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.DD2_RANK`
`td3_rank`	`Int64`	Yes	Triple-doubles rank	`LeagueDashPlayerStats.LeagueDashPlayerStats.TD3_RANK`
`cfid`	`Int64`	Yes	Custom filter identifier	`LeagueDashPlayerStats.LeagueDashPlayerStats.CFID`
`cfparams`	`String`	Yes	Custom filter parameters	`LeagueDashPlayerStats.LeagueDashPlayerStats.CFPARAMS`

staging_league_dash_team_stats

Column	Type	Nullable	Description	Source
`team_id`	`Int64`	No	Unique team identifier (FK → staging_team.team_id)	`LeagueDashTeamStats.LeagueDashTeamStats.TEAM_ID`
`team_name`	`String`	Yes	Team name	`LeagueDashTeamStats.LeagueDashTeamStats.TEAM_NAME`
`gp`	`Int64`	Yes	Games played	`LeagueDashTeamStats.LeagueDashTeamStats.GP`
`w`	`Int64`	Yes	Wins	`LeagueDashTeamStats.LeagueDashTeamStats.W`
`l`	`Int64`	Yes	Losses	`LeagueDashTeamStats.LeagueDashTeamStats.L`
`w_pct`	`Float64`	Yes	Win percentage	`LeagueDashTeamStats.LeagueDashTeamStats.W_PCT`
`min`	`Float64`	Yes	Minutes played	`LeagueDashTeamStats.LeagueDashTeamStats.MIN`
`fgm`	`Float64`	Yes	Field goals made	`LeagueDashTeamStats.LeagueDashTeamStats.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`LeagueDashTeamStats.LeagueDashTeamStats.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`LeagueDashTeamStats.LeagueDashTeamStats.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`LeagueDashTeamStats.LeagueDashTeamStats.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`LeagueDashTeamStats.LeagueDashTeamStats.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`LeagueDashTeamStats.LeagueDashTeamStats.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`LeagueDashTeamStats.LeagueDashTeamStats.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`LeagueDashTeamStats.LeagueDashTeamStats.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`LeagueDashTeamStats.LeagueDashTeamStats.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`LeagueDashTeamStats.LeagueDashTeamStats.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`LeagueDashTeamStats.LeagueDashTeamStats.DREB`
`reb`	`Float64`	Yes	Total rebounds	`LeagueDashTeamStats.LeagueDashTeamStats.REB`
`ast`	`Float64`	Yes	Assists	`LeagueDashTeamStats.LeagueDashTeamStats.AST`
`tov`	`Float64`	Yes	Turnovers	`LeagueDashTeamStats.LeagueDashTeamStats.TOV`
`stl`	`Float64`	Yes	Steals	`LeagueDashTeamStats.LeagueDashTeamStats.STL`
`blk`	`Float64`	Yes	Blocks	`LeagueDashTeamStats.LeagueDashTeamStats.BLK`
`blka`	`Float64`	Yes	Blocked attempts	`LeagueDashTeamStats.LeagueDashTeamStats.BLKA`
`pf`	`Float64`	Yes	Personal fouls	`LeagueDashTeamStats.LeagueDashTeamStats.PF`
`pfd`	`Float64`	Yes	Personal fouls drawn	`LeagueDashTeamStats.LeagueDashTeamStats.PFD`
`pts`	`Float64`	Yes	Points scored	`LeagueDashTeamStats.LeagueDashTeamStats.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`LeagueDashTeamStats.LeagueDashTeamStats.PLUS_MINUS`
`gp_rank`	`Int64`	Yes	Games played rank	`LeagueDashTeamStats.LeagueDashTeamStats.GP_RANK`
`w_rank`	`Int64`	Yes	Wins rank	`LeagueDashTeamStats.LeagueDashTeamStats.W_RANK`
`l_rank`	`Int64`	Yes	Losses rank	`LeagueDashTeamStats.LeagueDashTeamStats.L_RANK`
`w_pct_rank`	`Int64`	Yes	Win percentage rank	`LeagueDashTeamStats.LeagueDashTeamStats.W_PCT_RANK`
`min_rank`	`Int64`	Yes	Minutes played rank	`LeagueDashTeamStats.LeagueDashTeamStats.MIN_RANK`
`fgm_rank`	`Int64`	Yes	Field goals made rank	`LeagueDashTeamStats.LeagueDashTeamStats.FGM_RANK`
`fga_rank`	`Int64`	Yes	Field goals attempted rank	`LeagueDashTeamStats.LeagueDashTeamStats.FGA_RANK`
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank	`LeagueDashTeamStats.LeagueDashTeamStats.FG_PCT_RANK`
`fg3m_rank`	`Int64`	Yes	Three-point field goals made rank	`LeagueDashTeamStats.LeagueDashTeamStats.FG3M_RANK`
`fg3a_rank`	`Int64`	Yes	Three-point field goals attempted rank	`LeagueDashTeamStats.LeagueDashTeamStats.FG3A_RANK`
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank	`LeagueDashTeamStats.LeagueDashTeamStats.FG3_PCT_RANK`
`ftm_rank`	`Int64`	Yes	Free throws made rank	`LeagueDashTeamStats.LeagueDashTeamStats.FTM_RANK`
`fta_rank`	`Int64`	Yes	Free throws attempted rank	`LeagueDashTeamStats.LeagueDashTeamStats.FTA_RANK`
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank	`LeagueDashTeamStats.LeagueDashTeamStats.FT_PCT_RANK`
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank	`LeagueDashTeamStats.LeagueDashTeamStats.OREB_RANK`
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank	`LeagueDashTeamStats.LeagueDashTeamStats.DREB_RANK`
`reb_rank`	`Int64`	Yes	Total rebounds rank	`LeagueDashTeamStats.LeagueDashTeamStats.REB_RANK`
`ast_rank`	`Int64`	Yes	Assists rank	`LeagueDashTeamStats.LeagueDashTeamStats.AST_RANK`
`tov_rank`	`Int64`	Yes	Turnovers rank	`LeagueDashTeamStats.LeagueDashTeamStats.TOV_RANK`
`stl_rank`	`Int64`	Yes	Steals rank	`LeagueDashTeamStats.LeagueDashTeamStats.STL_RANK`
`blk_rank`	`Int64`	Yes	Blocks rank	`LeagueDashTeamStats.LeagueDashTeamStats.BLK_RANK`
`blka_rank`	`Int64`	Yes	Blocked attempts rank	`LeagueDashTeamStats.LeagueDashTeamStats.BLKA_RANK`
`pf_rank`	`Int64`	Yes	Personal fouls rank	`LeagueDashTeamStats.LeagueDashTeamStats.PF_RANK`
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank	`LeagueDashTeamStats.LeagueDashTeamStats.PFD_RANK`
`pts_rank`	`Int64`	Yes	Points scored rank	`LeagueDashTeamStats.LeagueDashTeamStats.PTS_RANK`
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank	`LeagueDashTeamStats.LeagueDashTeamStats.PLUS_MINUS_RANK`
`cfid`	`Int64`	Yes	Custom filter identifier	`LeagueDashTeamStats.LeagueDashTeamStats.CFID`
`cfparams`	`String`	Yes	Custom filter parameters	`LeagueDashTeamStats.LeagueDashTeamStats.CFPARAMS`

staging_league_game_log

Column	Type	Nullable	Description	Source
`season_id`	`String`	No	Season identifier	`LeagueGameLog.LeagueGameLog.SEASON_ID`
`team_id`	`Int64`	No	Unique team identifier (FK → staging_team.team_id)	`LeagueGameLog.LeagueGameLog.TEAM_ID`
`team_abbreviation`	`String`	No	Team abbreviation code	`LeagueGameLog.LeagueGameLog.TEAM_ABBREVIATION`
`team_name`	`String`	No	Team name	`LeagueGameLog.LeagueGameLog.TEAM_NAME`
`game_id`	`String`	No	Unique game identifier	`LeagueGameLog.LeagueGameLog.GAME_ID`
`game_date`	`String`	No	Date of the game	`LeagueGameLog.LeagueGameLog.GAME_DATE`
`matchup`	`String`	No	Matchup string (e.g. LAL vs. BOS)	`LeagueGameLog.LeagueGameLog.MATCHUP`
`wl`	`String`	Yes	Win or loss indicator	`LeagueGameLog.LeagueGameLog.WL`
`w`	`Int64`	Yes	Wins	`LeagueGameLog.LeagueGameLog.W`
`l`	`Int64`	Yes	Losses	`LeagueGameLog.LeagueGameLog.L`
`w_pct`	`Float64`	Yes	Win percentage	`LeagueGameLog.LeagueGameLog.W_PCT`
`min`	`Float64`	Yes	Minutes played	`LeagueGameLog.LeagueGameLog.MIN`
`fgm`	`Float64`	Yes	Field goals made	`LeagueGameLog.LeagueGameLog.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`LeagueGameLog.LeagueGameLog.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`LeagueGameLog.LeagueGameLog.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`LeagueGameLog.LeagueGameLog.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`LeagueGameLog.LeagueGameLog.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`LeagueGameLog.LeagueGameLog.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`LeagueGameLog.LeagueGameLog.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`LeagueGameLog.LeagueGameLog.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`LeagueGameLog.LeagueGameLog.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`LeagueGameLog.LeagueGameLog.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`LeagueGameLog.LeagueGameLog.DREB`
`reb`	`Float64`	Yes	Total rebounds	`LeagueGameLog.LeagueGameLog.REB`
`ast`	`Float64`	Yes	Assists	`LeagueGameLog.LeagueGameLog.AST`
`stl`	`Float64`	Yes	Steals	`LeagueGameLog.LeagueGameLog.STL`
`blk`	`Float64`	Yes	Blocks	`LeagueGameLog.LeagueGameLog.BLK`
`tov`	`Float64`	Yes	Turnovers	`LeagueGameLog.LeagueGameLog.TOV`
`pf`	`Float64`	Yes	Personal fouls	`LeagueGameLog.LeagueGameLog.PF`
`pts`	`Float64`	Yes	Points scored	`LeagueGameLog.LeagueGameLog.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`LeagueGameLog.LeagueGameLog.PLUS_MINUS`
`video_available`	`Int64`	Yes	Video availability flag	`LeagueGameLog.LeagueGameLog.VIDEO_AVAILABLE`

staging_league_lineup_viz

Column	Type	Nullable	Description	Source
`group_id`	`String`	No	Lineup group identifier	`LeagueLineupViz.LeagueLineupViz.GROUP_ID`
`group_name`	`String`	Yes	Lineup player names	`LeagueLineupViz.LeagueLineupViz.GROUP_NAME`
`team_id`	`Int64`	No	Team identifier (FK → staging_team.team_id)	`LeagueLineupViz.LeagueLineupViz.TEAM_ID`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`LeagueLineupViz.LeagueLineupViz.TEAM_ABBREVIATION`
`min`	`Float64`	Yes	Minutes played	`LeagueLineupViz.LeagueLineupViz.MIN`
`off_rating`	`Float64`	Yes	Offensive rating	`LeagueLineupViz.LeagueLineupViz.OFF_RATING`
`def_rating`	`Float64`	Yes	Defensive rating	`LeagueLineupViz.LeagueLineupViz.DEF_RATING`
`net_rating`	`Float64`	Yes	Net rating	`LeagueLineupViz.LeagueLineupViz.NET_RATING`
`pace`	`Float64`	Yes	Pace factor	`LeagueLineupViz.LeagueLineupViz.PACE`
`ts_pct`	`Float64`	Yes	True shooting percentage	`LeagueLineupViz.LeagueLineupViz.TS_PCT`
`fta_rate`	`Float64`	Yes	Free throw attempt rate	`LeagueLineupViz.LeagueLineupViz.FTA_RATE`
`tm_ast_pct`	`Float64`	Yes	Team assist percentage	`LeagueLineupViz.LeagueLineupViz.TM_AST_PCT`
`pct_fga_2pt`	`Float64`	Yes	Percentage of field goal attempts from two-point range	`LeagueLineupViz.LeagueLineupViz.PCT_FGA_2PT`
`pct_fga_3pt`	`Float64`	Yes	Percentage of field goal attempts from three-point range	`LeagueLineupViz.LeagueLineupViz.PCT_FGA_3PT`
`pct_pts_2pt_mr`	`Float64`	Yes	Percentage of points from mid-range two-pointers	`LeagueLineupViz.LeagueLineupViz.PCT_PTS_2PT_MR`
`pct_pts_fb`	`Float64`	Yes	Percentage of points from fast breaks	`LeagueLineupViz.LeagueLineupViz.PCT_PTS_FB`
`pct_pts_ft`	`Float64`	Yes	Percentage of points from free throws	`LeagueLineupViz.LeagueLineupViz.PCT_PTS_FT`
`pct_pts_paint`	`Float64`	Yes	Percentage of points in the paint	`LeagueLineupViz.LeagueLineupViz.PCT_PTS_PAINT`
`pct_ast_fgm`	`Float64`	Yes	Percentage of assisted field goals	`LeagueLineupViz.LeagueLineupViz.PCT_AST_FGM`
`pct_uast_fgm`	`Float64`	Yes	Percentage of unassisted field goals	`LeagueLineupViz.LeagueLineupViz.PCT_UAST_FGM`
`opp_fg3_pct`	`Float64`	Yes	Opponent three-point percentage	`LeagueLineupViz.LeagueLineupViz.OPP_FG3_PCT`
`opp_efg_pct`	`Float64`	Yes	Opponent effective field goal percentage	`LeagueLineupViz.LeagueLineupViz.OPP_EFG_PCT`
`opp_fta_rate`	`Float64`	Yes	Opponent free throw attempt rate	`LeagueLineupViz.LeagueLineupViz.OPP_FTA_RATE`
`opp_tov_pct`	`Float64`	Yes	Opponent turnover percentage	`LeagueLineupViz.LeagueLineupViz.OPP_TOV_PCT`

staging_league_standings_v3

Column	Type	Nullable	Description	Source
`league_id`	`String`	No	League identifier	`LeagueStandingsV3.Standings.LeagueID`
`season_id`	`String`	Yes	Season identifier	`LeagueStandingsV3.Standings.SeasonID`
`team_id`	`Int64`	No	Unique team identifier (FK → staging_team.team_id)	`LeagueStandingsV3.Standings.TeamID`
`team_city`	`String`	Yes	Team city name	`LeagueStandingsV3.Standings.TeamCity`
`team_name`	`String`	Yes	Team name	`LeagueStandingsV3.Standings.TeamName`
`team_slug`	`String`	Yes	URL-friendly team slug	`LeagueStandingsV3.Standings.TeamSlug`
`conference`	`String`	Yes	Conference name	`LeagueStandingsV3.Standings.Conference`
`conference_record`	`String`	Yes	Win-loss record in conference	`LeagueStandingsV3.Standings.ConferenceRecord`
`playoff_rank`	`Int64`	Yes	Playoff seeding rank	`LeagueStandingsV3.Standings.PlayoffRank`
`clinch_indicator`	`String`	Yes	Clinch status indicator	`LeagueStandingsV3.Standings.ClinchIndicator`
`division`	`String`	Yes	Division name	`LeagueStandingsV3.Standings.Division`
`division_record`	`String`	Yes	Win-loss record in division	`LeagueStandingsV3.Standings.DivisionRecord`
`division_rank`	`Int64`	Yes	Rank within division	`LeagueStandingsV3.Standings.DivisionRank`
`wins`	`Int64`	Yes	Total wins	`LeagueStandingsV3.Standings.WINS`
`losses`	`Int64`	Yes	Total losses	`LeagueStandingsV3.Standings.LOSSES`
`win_pct`	`Float64`	Yes	Winning percentage	`LeagueStandingsV3.Standings.WinPCT`
`league_rank`	`Int64`	Yes	Overall league rank	`LeagueStandingsV3.Standings.LeagueRank`
`record`	`String`	Yes	Overall win-loss record	`LeagueStandingsV3.Standings.Record`
`home`	`String`	Yes	Home win-loss record	`LeagueStandingsV3.Standings.HOME`
`road`	`String`	Yes	Road win-loss record	`LeagueStandingsV3.Standings.ROAD`
`l10`	`String`	Yes	Record in last 10 games	`LeagueStandingsV3.Standings.L10`
`long_win_streak`	`Int64`	Yes	Longest winning streak	`LeagueStandingsV3.Standings.LongWinStreak`
`long_loss_streak`	`Int64`	Yes	Longest losing streak	`LeagueStandingsV3.Standings.LongLossStreak`
`current_streak`	`String`	Yes	Current win or loss streak	`LeagueStandingsV3.Standings.CurrentStreak`
`ot_record`	`String`	Yes	Overtime win-loss record	`LeagueStandingsV3.Standings.OT_Record`
`three_pts_or_less`	`String`	Yes	Record in games decided by 3 points or less	`LeagueStandingsV3.Standings.ThreePTSOrLess`
`ten_pts_or_more`	`String`	Yes	Record in games decided by 10 points or more	`LeagueStandingsV3.Standings.TenPTSOrMore`
`conference_games_back`	`Float64`	Yes	Games behind conference leader	`LeagueStandingsV3.Standings.ConferenceGamesBack`
`division_games_back`	`Float64`	Yes	Games behind division leader	`LeagueStandingsV3.Standings.DivisionGamesBack`
`clinched_conference_title`	`Int64`	Yes	Whether team clinched conference	`LeagueStandingsV3.Standings.ClinchedConferenceTitle`
`clinched_division_title`	`Int64`	Yes	Whether team clinched division	`LeagueStandingsV3.Standings.ClinchedDivisionTitle`
`clinched_playoff_birth`	`Int64`	Yes	Whether team clinched playoff berth	`LeagueStandingsV3.Standings.ClinchedPlayoffBirth`
`eliminated_conference`	`Int64`	Yes	Whether team eliminated from conference playoff contention	`LeagueStandingsV3.Standings.EliminatedConference`
`pts_pg`	`Float64`	Yes	Points per game	`LeagueStandingsV3.Standings.PointsPG`
`opp_pts_pg`	`Float64`	Yes	Opponent points per game	`LeagueStandingsV3.Standings.OppPointsPG`
`diff_pts_pg`	`Float64`	Yes	Point differential per game	`LeagueStandingsV3.Standings.DiffPointsPG`

staging_play_by_play_v2

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`PlayByPlayV2.PlayByPlay.GAME_ID`
`eventnum`	`Int64`	No	Event sequence number	`PlayByPlayV2.PlayByPlay.EVENTNUM`
`eventmsgtype`	`Int64`	No	Event message type code	`PlayByPlayV2.PlayByPlay.EVENTMSGTYPE`
`eventmsgactiontype`	`Int64`	No	Event message action type code	`PlayByPlayV2.PlayByPlay.EVENTMSGACTIONTYPE`
`period`	`Int64`	No	Game period number	`PlayByPlayV2.PlayByPlay.PERIOD`
`wctimestring`	`String`	Yes	Wall clock time string	`PlayByPlayV2.PlayByPlay.WCTIMESTRING`
`pctimestring`	`String`	Yes	Period clock time string	`PlayByPlayV2.PlayByPlay.PCTIMESTRING`
`homedescription`	`String`	Yes	Play description for home team	`PlayByPlayV2.PlayByPlay.HOMEDESCRIPTION`
`neutraldescription`	`String`	Yes	Neutral play description	`PlayByPlayV2.PlayByPlay.NEUTRALDESCRIPTION`
`visitordescription`	`String`	Yes	Play description for visitor team	`PlayByPlayV2.PlayByPlay.VISITORDESCRIPTION`
`score`	`String`	Yes	Current game score	`PlayByPlayV2.PlayByPlay.SCORE`
`scoremargin`	`String`	Yes	Score margin value	`PlayByPlayV2.PlayByPlay.SCOREMARGIN`
`person1type`	`Int64`	Yes	Person 1 type identifier	`PlayByPlayV2.PlayByPlay.PERSON1TYPE`
`player1_id`	`Int64`	Yes	Player 1 unique identifier (FK → staging_player.person_id)	`PlayByPlayV2.PlayByPlay.PLAYER1_ID`
`player1_name`	`String`	Yes	Player 1 full name	`PlayByPlayV2.PlayByPlay.PLAYER1_NAME`
`player1_team_id`	`Int64`	Yes	Player 1 team identifier (FK → staging_team.team_id)	`PlayByPlayV2.PlayByPlay.PLAYER1_TEAM_ID`
`player1_team_city`	`String`	Yes	Player 1 team city	`PlayByPlayV2.PlayByPlay.PLAYER1_TEAM_CITY`
`player1_team_nickname`	`String`	Yes	Player 1 team nickname	`PlayByPlayV2.PlayByPlay.PLAYER1_TEAM_NICKNAME`
`player1_team_abbreviation`	`String`	Yes	Player 1 team abbreviation	`PlayByPlayV2.PlayByPlay.PLAYER1_TEAM_ABBREVIATION`
`person2type`	`Int64`	Yes	Person 2 type identifier	`PlayByPlayV2.PlayByPlay.PERSON2TYPE`
`player2_id`	`Int64`	Yes	Player 2 unique identifier (FK → staging_player.person_id)	`PlayByPlayV2.PlayByPlay.PLAYER2_ID`
`player2_name`	`String`	Yes	Player 2 full name	`PlayByPlayV2.PlayByPlay.PLAYER2_NAME`
`player2_team_id`	`Int64`	Yes	Player 2 team identifier (FK → staging_team.team_id)	`PlayByPlayV2.PlayByPlay.PLAYER2_TEAM_ID`
`player2_team_city`	`String`	Yes	Player 2 team city	`PlayByPlayV2.PlayByPlay.PLAYER2_TEAM_CITY`
`player2_team_nickname`	`String`	Yes	Player 2 team nickname	`PlayByPlayV2.PlayByPlay.PLAYER2_TEAM_NICKNAME`
`player2_team_abbreviation`	`String`	Yes	Player 2 team abbreviation	`PlayByPlayV2.PlayByPlay.PLAYER2_TEAM_ABBREVIATION`
`person3type`	`Int64`	Yes	Person 3 type identifier	`PlayByPlayV2.PlayByPlay.PERSON3TYPE`
`player3_id`	`Int64`	Yes	Player 3 unique identifier (FK → staging_player.person_id)	`PlayByPlayV2.PlayByPlay.PLAYER3_ID`
`player3_name`	`String`	Yes	Player 3 full name	`PlayByPlayV2.PlayByPlay.PLAYER3_NAME`
`player3_team_id`	`Int64`	Yes	Player 3 team identifier (FK → staging_team.team_id)	`PlayByPlayV2.PlayByPlay.PLAYER3_TEAM_ID`
`player3_team_city`	`String`	Yes	Player 3 team city	`PlayByPlayV2.PlayByPlay.PLAYER3_TEAM_CITY`
`player3_team_nickname`	`String`	Yes	Player 3 team nickname	`PlayByPlayV2.PlayByPlay.PLAYER3_TEAM_NICKNAME`
`player3_team_abbreviation`	`String`	Yes	Player 3 team abbreviation	`PlayByPlayV2.PlayByPlay.PLAYER3_TEAM_ABBREVIATION`
`video_available_flag`	`Int64`	Yes	Video availability flag	`PlayByPlayV2.PlayByPlay.VIDEO_AVAILABLE_FLAG`

staging_play_by_play_v3

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`PlayByPlayV3.PlayByPlay.GAME_ID`
`action_number`	`Int64`	No	Sequential action number within game	`PlayByPlayV3.PlayByPlay.ACTION_NUMBER`
`clock`	`String`	Yes	Game clock time string	`PlayByPlayV3.PlayByPlay.CLOCK`
`period`	`Int64`	No	Game period number	`PlayByPlayV3.PlayByPlay.PERIOD`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`PlayByPlayV3.PlayByPlay.TEAM_ID`
`team_tricode`	`String`	Yes	Three-letter team abbreviation code	`PlayByPlayV3.PlayByPlay.TEAM_TRICODE`
`person_id`	`Int64`	Yes	Person identifier (FK → staging_player.person_id)	`PlayByPlayV3.PlayByPlay.PERSON_ID`
`player_name`	`String`	Yes	Full player name	`PlayByPlayV3.PlayByPlay.PLAYER_NAME`
`player_name_i`	`String`	Yes	Player name in initial format	`PlayByPlayV3.PlayByPlay.PLAYER_NAME_I`
`x_legacy`	`Float64`	Yes	Legacy x-coordinate of action	`PlayByPlayV3.PlayByPlay.X_LEGACY`
`y_legacy`	`Float64`	Yes	Legacy y-coordinate of action	`PlayByPlayV3.PlayByPlay.Y_LEGACY`
`shot_distance`	`Float64`	Yes	Distance of shot in feet	`PlayByPlayV3.PlayByPlay.SHOT_DISTANCE`
`shot_result`	`String`	Yes	Result of shot attempt	`PlayByPlayV3.PlayByPlay.SHOT_RESULT`
`is_field_goal`	`Int64`	Yes	Flag indicating if action is a field goal attempt	`PlayByPlayV3.PlayByPlay.IS_FIELD_GOAL`
`score_home`	`String`	Yes	Home team score	`PlayByPlayV3.PlayByPlay.SCORE_HOME`
`score_away`	`String`	Yes	Away team score	`PlayByPlayV3.PlayByPlay.SCORE_AWAY`
`points_total`	`Int64`	Yes	Total points scored on the play	`PlayByPlayV3.PlayByPlay.POINTS_TOTAL`
`location`	`String`	Yes	Home or away location indicator	`PlayByPlayV3.PlayByPlay.LOCATION`
`description`	`String`	Yes	Text description of the play	`PlayByPlayV3.PlayByPlay.DESCRIPTION`
`action_type`	`String`	Yes	Type of action performed	`PlayByPlayV3.PlayByPlay.ACTION_TYPE`
`sub_type`	`String`	Yes	Sub-type of action performed	`PlayByPlayV3.PlayByPlay.SUB_TYPE`
`video_available`	`Int64`	Yes	Video availability flag	`PlayByPlayV3.PlayByPlay.VIDEO_AVAILABLE`
`action_id`	`Int64`	Yes	Unique action identifier	`PlayByPlayV3.PlayByPlay.ACTION_ID`

staging_player_dashboard_clutch

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_dashboard_game_splits

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_dashboard_general_splits

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_dashboard_last_n_games

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_dashboard_shooting_splits

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`efg_pct_rank`	`Int64`	Yes	Effective field goal percentage rank.	``
`pct_ast_2pm_rank`	`Int64`	Yes	Assisted two-point make percentage rank.	``
`pct_uast_2pm_rank`	`Int64`	Yes	Unassisted two-point make percentage rank.	``
`pct_ast_3pm_rank`	`Int64`	Yes	Assisted three-point make percentage rank.	``
`pct_uast_3pm_rank`	`Int64`	Yes	Unassisted three-point make percentage rank.	``
`pct_ast_fgm_rank`	`Int64`	Yes	Assisted field goal make percentage rank.	``
`pct_uast_fgm_rank`	`Int64`	Yes	Unassisted field goal make percentage rank.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`efg_pct`	`Float64`	Yes	Effective field goal percentage.	``
`pct_ast_2pm`	`Float64`	Yes	Share of made twos that were assisted.	``
`pct_uast_2pm`	`Float64`	Yes	Share of made twos that were unassisted.	``
`pct_ast_3pm`	`Float64`	Yes	Share of made threes that were assisted.	``
`pct_uast_3pm`	`Float64`	Yes	Share of made threes that were unassisted.	``
`pct_ast_fgm`	`Float64`	Yes	Share of made field goals that were assisted.	``
`pct_uast_fgm`	`Float64`	Yes	Share of made field goals that were unassisted.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_dashboard_team_performance

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_dashboard_year_over_year

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`team_id`	`Int64`	Yes	Team identifier for the season row.	``
`team_abbreviation`	`String`	Yes	Team abbreviation.	``
`max_game_date`	`String`	Yes	Most recent game date in the split.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_game_log

Column	Type	Nullable	Description	Source
`season_id`	`String`	No	Season identifier	`PlayerGameLog.PlayerGameLog.SEASON_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`PlayerGameLog.PlayerGameLog.PLAYER_ID`
`game_id`	`String`	No	Unique game identifier	`PlayerGameLog.PlayerGameLog.GAME_ID`
`game_date`	`String`	No	Date of the game	`PlayerGameLog.PlayerGameLog.GAME_DATE`
`matchup`	`String`	No	Matchup string (e.g. LAL vs. BOS)	`PlayerGameLog.PlayerGameLog.MATCHUP`
`wl`	`String`	Yes	Win or loss indicator	`PlayerGameLog.PlayerGameLog.WL`
`min`	`Float64`	Yes	Minutes played	`PlayerGameLog.PlayerGameLog.MIN`
`fgm`	`Float64`	Yes	Field goals made	`PlayerGameLog.PlayerGameLog.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`PlayerGameLog.PlayerGameLog.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`PlayerGameLog.PlayerGameLog.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`PlayerGameLog.PlayerGameLog.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`PlayerGameLog.PlayerGameLog.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`PlayerGameLog.PlayerGameLog.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`PlayerGameLog.PlayerGameLog.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`PlayerGameLog.PlayerGameLog.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`PlayerGameLog.PlayerGameLog.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`PlayerGameLog.PlayerGameLog.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`PlayerGameLog.PlayerGameLog.DREB`
`reb`	`Float64`	Yes	Total rebounds	`PlayerGameLog.PlayerGameLog.REB`
`ast`	`Float64`	Yes	Assists	`PlayerGameLog.PlayerGameLog.AST`
`stl`	`Float64`	Yes	Steals	`PlayerGameLog.PlayerGameLog.STL`
`blk`	`Float64`	Yes	Blocks	`PlayerGameLog.PlayerGameLog.BLK`
`tov`	`Float64`	Yes	Turnovers	`PlayerGameLog.PlayerGameLog.TOV`
`pf`	`Float64`	Yes	Personal fouls	`PlayerGameLog.PlayerGameLog.PF`
`pts`	`Float64`	Yes	Points scored	`PlayerGameLog.PlayerGameLog.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`PlayerGameLog.PlayerGameLog.PLUS_MINUS`

staging_player_index

Column	Type	Nullable	Description	Source
`person_id`	`Int64`	No	Unique player identifier	`PlayerIndex.PlayerIndex.PERSON_ID`
`player_last_name`	`String`	No	Player last name	`PlayerIndex.PlayerIndex.PLAYER_LAST_NAME`
`player_first_name`	`String`	No	Player first name	`PlayerIndex.PlayerIndex.PLAYER_FIRST_NAME`
`player_slug`	`String`	Yes	URL-friendly player slug	`PlayerIndex.PlayerIndex.PLAYER_SLUG`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`PlayerIndex.PlayerIndex.TEAM_ID`
`team_slug`	`String`	Yes	URL-friendly team slug	`PlayerIndex.PlayerIndex.TEAM_SLUG`
`is_defunct`	`Int64`	Yes	Whether team is defunct	`PlayerIndex.PlayerIndex.IS_DEFUNCT`
`team_city`	`String`	Yes	Team city name	`PlayerIndex.PlayerIndex.TEAM_CITY`
`team_name`	`String`	Yes	Team name	`PlayerIndex.PlayerIndex.TEAM_NAME`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`PlayerIndex.PlayerIndex.TEAM_ABBREVIATION`
`jersey_number`	`String`	Yes	Jersey number as string	`PlayerIndex.PlayerIndex.JERSEY_NUMBER`
`position`	`String`	Yes	Player position	`PlayerIndex.PlayerIndex.POSITION`
`height`	`String`	Yes	Player height as string	`PlayerIndex.PlayerIndex.HEIGHT`
`weight`	`String`	Yes	Player weight as string	`PlayerIndex.PlayerIndex.WEIGHT`
`college`	`String`	Yes	College attended	`PlayerIndex.PlayerIndex.COLLEGE`
`country`	`String`	Yes	Country of origin	`PlayerIndex.PlayerIndex.COUNTRY`
`draft_year`	`Int64`	Yes	Year drafted	`PlayerIndex.PlayerIndex.DRAFT_YEAR`
`draft_round`	`Int64`	Yes	Round drafted	`PlayerIndex.PlayerIndex.DRAFT_ROUND`
`draft_number`	`Int64`	Yes	Overall draft pick number	`PlayerIndex.PlayerIndex.DRAFT_NUMBER`
`roster_status`	`Float64`	Yes	Active roster status	`PlayerIndex.PlayerIndex.ROSTER_STATUS`
`pts`	`Float64`	Yes	Points per game	`PlayerIndex.PlayerIndex.PTS`
`reb`	`Float64`	Yes	Rebounds per game	`PlayerIndex.PlayerIndex.REB`
`ast`	`Float64`	Yes	Assists per game	`PlayerIndex.PlayerIndex.AST`
`stats_timeframe`	`String`	Yes	Timeframe for stats	`PlayerIndex.PlayerIndex.STATS_TIMEFRAME`
`from_year`	`String`	Yes	First year in the league	`PlayerIndex.PlayerIndex.FROM_YEAR`
`to_year`	`String`	Yes	Last year in the league	`PlayerIndex.PlayerIndex.TO_YEAR`

staging_player_perf_pts_scored

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`gp_rank`	`Int64`	Yes	Games played rank.	``
`w_rank`	`Int64`	Yes	Wins rank.	``
`l_rank`	`Int64`	Yes	Losses rank.	``
`w_pct_rank`	`Int64`	Yes	Win percentage rank.	``
`min_rank`	`Int64`	Yes	Minutes played rank.	``
`ftm_rank`	`Int64`	Yes	Free throws made rank.	``
`fta_rank`	`Int64`	Yes	Free throws attempted rank.	``
`ft_pct_rank`	`Int64`	Yes	Free throw percentage rank.	``
`oreb_rank`	`Int64`	Yes	Offensive rebounds rank.	``
`dreb_rank`	`Int64`	Yes	Defensive rebounds rank.	``
`reb_rank`	`Int64`	Yes	Rebounds rank.	``
`ast_rank`	`Int64`	Yes	Assists rank.	``
`tov_rank`	`Int64`	Yes	Turnovers rank.	``
`stl_rank`	`Int64`	Yes	Steals rank.	``
`blk_rank`	`Int64`	Yes	Blocks rank.	``
`pf_rank`	`Int64`	Yes	Personal fouls rank.	``
`pfd_rank`	`Int64`	Yes	Personal fouls drawn rank.	``
`pts_rank`	`Int64`	Yes	Points rank.	``
`plus_minus_rank`	`Int64`	Yes	Plus-minus rank.	``
`nba_fantasy_pts_rank`	`Int64`	Yes	NBA fantasy points rank.	``
`dd2_rank`	`Int64`	Yes	Double-doubles rank.	``
`td3_rank`	`Int64`	Yes	Triple-doubles rank.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`gp`	`Int64`	Yes	Games played.	``
`w`	`Int64`	Yes	Wins.	``
`l`	`Int64`	Yes	Losses.	``
`w_pct`	`Float64`	Yes	Win percentage.	``
`min`	`Float64`	Yes	Minutes played.	``
`ftm`	`Float64`	Yes	Free throws made.	``
`fta`	`Float64`	Yes	Free throws attempted.	``
`ft_pct`	`Float64`	Yes	Free throw percentage.	``
`oreb`	`Float64`	Yes	Offensive rebounds.	``
`dreb`	`Float64`	Yes	Defensive rebounds.	``
`reb`	`Float64`	Yes	Total rebounds.	``
`ast`	`Float64`	Yes	Assists.	``
`tov`	`Float64`	Yes	Turnovers.	``
`stl`	`Float64`	Yes	Steals.	``
`blk`	`Float64`	Yes	Blocks.	``
`pf`	`Float64`	Yes	Personal fouls.	``
`pfd`	`Float64`	Yes	Personal fouls drawn.	``
`pts`	`Float64`	Yes	Points scored.	``
`plus_minus`	`Float64`	Yes	Plus-minus differential.	``
`nba_fantasy_pts`	`Float64`	Yes	NBA fantasy points.	``
`dd2`	`Float64`	Yes	Double-doubles.	``
`td3`	`Float64`	Yes	Triple-doubles.	``
`group_value_order`	`Int64`	Yes	Sort order for grouped dashboard rows.	``
`group_value_2`	`String`	Yes	Secondary grouping value returned by the endpoint.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_shoot_assisted_by

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`efg_pct_rank`	`Int64`	Yes	Effective field goal percentage rank.	``
`pct_ast_2pm_rank`	`Int64`	Yes	Assisted two-point make percentage rank.	``
`pct_uast_2pm_rank`	`Int64`	Yes	Unassisted two-point make percentage rank.	``
`pct_ast_3pm_rank`	`Int64`	Yes	Assisted three-point make percentage rank.	``
`pct_uast_3pm_rank`	`Int64`	Yes	Unassisted three-point make percentage rank.	``
`pct_ast_fgm_rank`	`Int64`	Yes	Assisted field goal make percentage rank.	``
`pct_uast_fgm_rank`	`Int64`	Yes	Unassisted field goal make percentage rank.	``
`fgm_rank`	`Int64`	Yes	Field goals made rank.	``
`fga_rank`	`Int64`	Yes	Field goals attempted rank.	``
`fg_pct_rank`	`Int64`	Yes	Field goal percentage rank.	``
`fg3m_rank`	`Int64`	Yes	Three-pointers made rank.	``
`fg3a_rank`	`Int64`	Yes	Three-pointers attempted rank.	``
`fg3_pct_rank`	`Int64`	Yes	Three-point percentage rank.	``
`blka_rank`	`Int64`	Yes	Blocked attempts rank.	``
`efg_pct`	`Float64`	Yes	Effective field goal percentage.	``
`pct_ast_2pm`	`Float64`	Yes	Share of made twos that were assisted.	``
`pct_uast_2pm`	`Float64`	Yes	Share of made twos that were unassisted.	``
`pct_ast_3pm`	`Float64`	Yes	Share of made threes that were assisted.	``
`pct_uast_3pm`	`Float64`	Yes	Share of made threes that were unassisted.	``
`pct_ast_fgm`	`Float64`	Yes	Share of made field goals that were assisted.	``
`pct_uast_fgm`	`Float64`	Yes	Share of made field goals that were unassisted.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`player_name`	`String`	Yes	Player name returned by the assisted-by split.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_player_shoot_type_summary

Column	Type	Nullable	Description	Source
`cfid`	`Int64`	Yes	Context filter identifier returned by nba_api.	``
`cfparams`	`String`	Yes	Serialized context filter parameters returned by nba_api.	``
`efg_pct`	`Float64`	Yes	Effective field goal percentage.	``
`pct_ast_2pm`	`Float64`	Yes	Share of made twos that were assisted.	``
`pct_uast_2pm`	`Float64`	Yes	Share of made twos that were unassisted.	``
`pct_ast_3pm`	`Float64`	Yes	Share of made threes that were assisted.	``
`pct_uast_3pm`	`Float64`	Yes	Share of made threes that were unassisted.	``
`pct_ast_fgm`	`Float64`	Yes	Share of made field goals that were assisted.	``
`pct_uast_fgm`	`Float64`	Yes	Share of made field goals that were unassisted.	``
`fgm`	`Float64`	Yes	Field goals made.	``
`fga`	`Float64`	Yes	Field goals attempted.	``
`fg_pct`	`Float64`	Yes	Field goal percentage.	``
`fg3m`	`Float64`	Yes	Three-pointers made.	``
`fg3a`	`Float64`	Yes	Three-pointers attempted.	``
`fg3_pct`	`Float64`	Yes	Three-point percentage.	``
`blka`	`Float64`	Yes	Blocked attempts.	``
`group_set`	`String`	Yes	Grouping set returned by the player dashboard endpoint.	``
`group_value`	`String`	Yes	Grouping value returned by the player dashboard endpoint.	``
`player_id`	`Int64`	No	Queried player identifier.	``
`season_year`	`String`	No	Queried season year.	``
`season_type`	`String`	No	Queried season type.	``

staging_schedule_league_v2

Column	Type	Nullable	Description	Source
`game_date`	`String`	No	Date of the game	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_DATE`
`game_id`	`String`	No	Unique game identifier	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_ID`
`game_code`	`String`	Yes	Game code string	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_CODE`
`game_status`	`Int64`	Yes	Game status code	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_STATUS`
`game_status_text`	`String`	Yes	Game status display text	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_STATUS_TEXT`
`game_sequence`	`Int64`	Yes	Game sequence number for the day	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_SEQUENCE`
`game_date_est`	`String`	Yes	Game date in Eastern time	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_DATE_EST`
`game_time_est`	`String`	Yes	Game time in Eastern time	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_TIME_EST`
`game_date_time_est`	`String`	Yes	Game date and time in Eastern time	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_DATE_TIME_EST`
`game_date_utc`	`String`	Yes	Game date in UTC	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_DATE_UTC`
`game_time_utc`	`String`	Yes	Game time in UTC	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_TIME_UTC`
`game_date_time_utc`	`String`	Yes	Game date and time in UTC	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_DATE_TIME_UTC`
`away_team_id`	`Int64`	Yes	Away team identifier (FK → staging_team.team_id)	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_ID`
`away_team_name`	`String`	Yes	Away team name	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_NAME`
`away_team_city`	`String`	Yes	Away team city	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_CITY`
`away_team_tricode`	`String`	Yes	Away team three-letter code	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_TRICODE`
`away_team_slug`	`String`	Yes	Away team URL slug	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_SLUG`
`away_team_wins`	`Int64`	Yes	Away team win count	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_WINS`
`away_team_losses`	`Int64`	Yes	Away team loss count	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_LOSSES`
`away_team_score`	`Int64`	Yes	Away team score	`ScheduleLeagueV2.ScheduleLeagueV2.AWAY_TEAM_SCORE`
`home_team_id`	`Int64`	Yes	Home team identifier (FK → staging_team.team_id)	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_ID`
`home_team_name`	`String`	Yes	Home team name	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_NAME`
`home_team_city`	`String`	Yes	Home team city	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_CITY`
`home_team_tricode`	`String`	Yes	Home team three-letter code	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_TRICODE`
`home_team_slug`	`String`	Yes	Home team URL slug	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_SLUG`
`home_team_wins`	`Int64`	Yes	Home team win count	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_WINS`
`home_team_losses`	`Int64`	Yes	Home team loss count	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_LOSSES`
`home_team_score`	`Int64`	Yes	Home team score	`ScheduleLeagueV2.ScheduleLeagueV2.HOME_TEAM_SCORE`
`arena_name`	`String`	Yes	Arena name	`ScheduleLeagueV2.ScheduleLeagueV2.ARENA_NAME`
`arena_city`	`String`	Yes	Arena city	`ScheduleLeagueV2.ScheduleLeagueV2.ARENA_CITY`
`arena_state`	`String`	Yes	Arena state	`ScheduleLeagueV2.ScheduleLeagueV2.ARENA_STATE`
`postponed_status`	`String`	Yes	Postponement status	`ScheduleLeagueV2.ScheduleLeagueV2.POSTPONED_STATUS`
`branch_link`	`String`	Yes	Branch deep link URL	`ScheduleLeagueV2.ScheduleLeagueV2.BRANCH_LINK`
`game_subtype`	`String`	Yes	Game subtype classification	`ScheduleLeagueV2.ScheduleLeagueV2.GAME_SUBTYPE`
`series_conference`	`String`	Yes	Playoff series conference	`ScheduleLeagueV2.ScheduleLeagueV2.SERIES_CONFERENCE`
`series_text`	`String`	Yes	Playoff series status text	`ScheduleLeagueV2.ScheduleLeagueV2.SERIES_TEXT`
`if_necessary`	`String`	Yes	If-necessary game indicator	`ScheduleLeagueV2.ScheduleLeagueV2.IF_NECESSARY`
`series_game_number`	`String`	Yes	Game number in playoff series	`ScheduleLeagueV2.ScheduleLeagueV2.SERIES_GAME_NUMBER`

staging_scoreboard_v2

Column	Type	Nullable	Description	Source
`game_date_est`	`String`	No	Game date in Eastern time	`ScoreboardV2.GameHeader.GAME_DATE_EST`
`game_sequence`	`Int64`	Yes	Game sequence number for the day	`ScoreboardV2.GameHeader.GAME_SEQUENCE`
`game_id`	`String`	No	Unique game identifier	`ScoreboardV2.GameHeader.GAME_ID`
`game_status_id`	`Int64`	Yes	Game status identifier	`ScoreboardV2.GameHeader.GAME_STATUS_ID`
`game_status_text`	`String`	Yes	Game status display text	`ScoreboardV2.GameHeader.GAME_STATUS_TEXT`
`gamecode`	`String`	Yes	Game code string	`ScoreboardV2.GameHeader.GAMECODE`
`home_team_id`	`Int64`	Yes	Home team identifier (FK → staging_team.team_id)	`ScoreboardV2.GameHeader.HOME_TEAM_ID`
`visitor_team_id`	`Int64`	Yes	Visitor team identifier (FK → staging_team.team_id)	`ScoreboardV2.GameHeader.VISITOR_TEAM_ID`
`season`	`String`	Yes	Season year string	`ScoreboardV2.GameHeader.SEASON`
`live_period`	`Int64`	Yes	Current live period	`ScoreboardV2.GameHeader.LIVE_PERIOD`
`live_pc_time`	`String`	Yes	Live game clock time	`ScoreboardV2.GameHeader.LIVE_PC_TIME`
`natl_tv_broadcaster_abbreviation`	`String`	Yes	National TV broadcaster abbreviation	`ScoreboardV2.GameHeader.NATL_TV_BROADCASTER_ABBREVIATION`
`home_tv_broadcaster_abbreviation`	`String`	Yes	Home TV broadcaster abbreviation	`ScoreboardV2.GameHeader.HOME_TV_BROADCASTER_ABBREVIATION`
`away_tv_broadcaster_abbreviation`	`String`	Yes	Away TV broadcaster abbreviation	`ScoreboardV2.GameHeader.AWAY_TV_BROADCASTER_ABBREVIATION`
`live_period_time_bcast`	`String`	Yes	Live period time broadcast string	`ScoreboardV2.GameHeader.LIVE_PERIOD_TIME_BCAST`
`arena_name`	`String`	Yes	Arena name	`ScoreboardV2.GameHeader.ARENA_NAME`
`wh_status`	`Int64`	Yes	Wagering hub status flag	`ScoreboardV2.GameHeader.WH_STATUS`

staging_shot_chart_detail

Column	Type	Nullable	Description	Source
`grid_type`	`String`	Yes	Shot chart grid type	`ShotChartDetail.Shot_Chart_Detail.GRID_TYPE`
`game_id`	`String`	No	Unique game identifier	`ShotChartDetail.Shot_Chart_Detail.GAME_ID`
`game_event_id`	`Int64`	Yes	Event identifier within game	`ShotChartDetail.Shot_Chart_Detail.GAME_EVENT_ID`
`player_id`	`Int64`	No	Unique player identifier (FK → staging_player.person_id)	`ShotChartDetail.Shot_Chart_Detail.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`ShotChartDetail.Shot_Chart_Detail.PLAYER_NAME`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`ShotChartDetail.Shot_Chart_Detail.TEAM_ID`
`team_name`	`String`	Yes	Team name	`ShotChartDetail.Shot_Chart_Detail.TEAM_NAME`
`period`	`Int64`	Yes	Game period number	`ShotChartDetail.Shot_Chart_Detail.PERIOD`
`minutes_remaining`	`Int64`	Yes	Minutes remaining in period	`ShotChartDetail.Shot_Chart_Detail.MINUTES_REMAINING`
`seconds_remaining`	`Int64`	Yes	Seconds remaining in period	`ShotChartDetail.Shot_Chart_Detail.SECONDS_REMAINING`
`event_type`	`String`	Yes	Shot event type (Made/Missed)	`ShotChartDetail.Shot_Chart_Detail.EVENT_TYPE`
`action_type`	`String`	Yes	Specific shot action type	`ShotChartDetail.Shot_Chart_Detail.ACTION_TYPE`
`shot_type`	`String`	Yes	Shot type (2PT/3PT Field Goal)	`ShotChartDetail.Shot_Chart_Detail.SHOT_TYPE`
`shot_zone_basic`	`String`	Yes	Basic shot zone category	`ShotChartDetail.Shot_Chart_Detail.SHOT_ZONE_BASIC`
`shot_zone_area`	`String`	Yes	Shot zone area on court	`ShotChartDetail.Shot_Chart_Detail.SHOT_ZONE_AREA`
`shot_zone_range`	`String`	Yes	Shot distance range bucket	`ShotChartDetail.Shot_Chart_Detail.SHOT_ZONE_RANGE`
`shot_distance`	`Int64`	Yes	Shot distance in feet	`ShotChartDetail.Shot_Chart_Detail.SHOT_DISTANCE`
`loc_x`	`Int64`	Yes	Shot X coordinate on court	`ShotChartDetail.Shot_Chart_Detail.LOC_X`
`loc_y`	`Int64`	Yes	Shot Y coordinate on court	`ShotChartDetail.Shot_Chart_Detail.LOC_Y`
`shot_attempted_flag`	`Int64`	Yes	Flag indicating shot was attempted	`ShotChartDetail.Shot_Chart_Detail.SHOT_ATTEMPTED_FLAG`
`shot_made_flag`	`Int64`	Yes	Flag indicating shot was made	`ShotChartDetail.Shot_Chart_Detail.SHOT_MADE_FLAG`
`game_date`	`String`	Yes	Date of the game	`ShotChartDetail.Shot_Chart_Detail.GAME_DATE`
`htm`	`String`	Yes	Home team abbreviation	`ShotChartDetail.Shot_Chart_Detail.HTM`
`vtm`	`String`	Yes	Visitor team abbreviation	`ShotChartDetail.Shot_Chart_Detail.VTM`

staging_synergy_play_types

Column	Type	Nullable	Description	Source
`season_id`	`String`	No	NBA season identifier	`SynergyPlayTypes.SynergyPlayType.SEASON_ID`
`team_id`	`Int64`	Yes	Team identifier (FK → staging_team.team_id)	`SynergyPlayTypes.SynergyPlayType.TEAM_ID`
`team_abbreviation`	`String`	Yes	Team abbreviation code	`SynergyPlayTypes.SynergyPlayType.TEAM_ABBREVIATION`
`team_name`	`String`	Yes	Team name	`SynergyPlayTypes.SynergyPlayType.TEAM_NAME`
`player_id`	`Int64`	Yes	Unique player identifier (FK → staging_player.person_id)	`SynergyPlayTypes.SynergyPlayType.PLAYER_ID`
`player_name`	`String`	Yes	Player full name	`SynergyPlayTypes.SynergyPlayType.PLAYER_NAME`
`play_type`	`String`	No	Synergy play type classification	`SynergyPlayTypes.SynergyPlayType.PLAY_TYPE`
`type_grouping`	`String`	No	Offensive or defensive grouping	`SynergyPlayTypes.SynergyPlayType.TYPE_GROUPING`
`percentile`	`Float64`	Yes	Percentile rank for play type	`SynergyPlayTypes.SynergyPlayType.PERCENTILE`
`gp`	`Int64`	Yes	Games played	`SynergyPlayTypes.SynergyPlayType.GP`
`poss_pct`	`Float64`	Yes	Percentage of possessions	`SynergyPlayTypes.SynergyPlayType.POSS_PCT`
`ppp`	`Float64`	Yes	Points per possession	`SynergyPlayTypes.SynergyPlayType.PPP`
`fg_pct`	`Float64`	Yes	Field goal percentage	`SynergyPlayTypes.SynergyPlayType.FG_PCT`
`ft_pct_adjust`	`Float64`	Yes	Free throw percentage adjusted	`SynergyPlayTypes.SynergyPlayType.FT_PCT_ADJUST`
`to_pct`	`Float64`	Yes	Turnover percentage	`SynergyPlayTypes.SynergyPlayType.TO_PCT`
`sf_pct`	`Float64`	Yes	Shooting foul percentage	`SynergyPlayTypes.SynergyPlayType.SF_PCT`
`plusone_pct`	`Float64`	Yes	And-one conversion percentage	`SynergyPlayTypes.SynergyPlayType.PLUSONE_PCT`
`score_pct`	`Float64`	Yes	Scoring percentage	`SynergyPlayTypes.SynergyPlayType.SCORE_PCT`
`efg_pct`	`Float64`	Yes	Effective field goal percentage	`SynergyPlayTypes.SynergyPlayType.EFG_PCT`
`poss`	`Int64`	Yes	Total possessions	`SynergyPlayTypes.SynergyPlayType.POSS`
`pts`	`Float64`	Yes	Total points scored	`SynergyPlayTypes.SynergyPlayType.PTS`
`fgm`	`Int64`	Yes	Field goals made	`SynergyPlayTypes.SynergyPlayType.FGM`
`fga`	`Int64`	Yes	Field goals attempted	`SynergyPlayTypes.SynergyPlayType.FGA`
`fgmx`	`Int64`	Yes	Field goals missed	`SynergyPlayTypes.SynergyPlayType.FGMX`

staging_team_details

Column	Type	Nullable	Description	Source
`team_id`	`Int64`	No	Unique team identifier	`TeamDetails.TeamBackground.TEAM_ID`
`abbreviation`	`String`	No	Team abbreviation code	`TeamDetails.TeamBackground.ABBREVIATION`
`nickname`	`String`	No	Team nickname	`TeamDetails.TeamBackground.NICKNAME`
`yearfounded`	`Int64`	Yes	Year the team was founded	`TeamDetails.TeamBackground.YEARFOUNDED`
`city`	`String`	Yes	Team city name	`TeamDetails.TeamBackground.CITY`
`arena`	`String`	Yes	Home arena name	`TeamDetails.TeamBackground.ARENA`
`arenacapacity`	`Int64`	Yes	Arena seating capacity	`TeamDetails.TeamBackground.ARENACAPACITY`
`owner`	`String`	Yes	Team owner name	`TeamDetails.TeamBackground.OWNER`
`generalmanager`	`String`	Yes	General manager name	`TeamDetails.TeamBackground.GENERALMANAGER`
`headcoach`	`String`	Yes	Head coach name	`TeamDetails.TeamBackground.HEADCOACH`
`dleagueaffiliation`	`String`	Yes	G-League affiliate team name	`TeamDetails.TeamBackground.DLEAGUEAFFILIATION`

staging_team_game_log

Column	Type	Nullable	Description	Source
`season_id`	`String`	No	Season identifier	`TeamGameLog.TeamGameLog.SEASON_ID`
`team_id`	`Int64`	No	Unique team identifier (FK → staging_team.team_id)	`TeamGameLog.TeamGameLog.TEAM_ID`
`team_abbreviation`	`String`	No	Team abbreviation code	`TeamGameLog.TeamGameLog.TEAM_ABBREVIATION`
`team_name`	`String`	No	Team name	`TeamGameLog.TeamGameLog.TEAM_NAME`
`game_id`	`String`	No	Unique game identifier	`TeamGameLog.TeamGameLog.GAME_ID`
`game_date`	`String`	No	Date of the game	`TeamGameLog.TeamGameLog.GAME_DATE`
`matchup`	`String`	No	Matchup string (e.g. LAL vs. BOS)	`TeamGameLog.TeamGameLog.MATCHUP`
`wl`	`String`	Yes	Win or loss indicator	`TeamGameLog.TeamGameLog.WL`
`w`	`Int64`	Yes	Wins	`TeamGameLog.TeamGameLog.W`
`l`	`Int64`	Yes	Losses	`TeamGameLog.TeamGameLog.L`
`w_pct`	`Float64`	Yes	Win percentage	`TeamGameLog.TeamGameLog.W_PCT`
`min`	`Float64`	Yes	Minutes played	`TeamGameLog.TeamGameLog.MIN`
`fgm`	`Float64`	Yes	Field goals made	`TeamGameLog.TeamGameLog.FGM`
`fga`	`Float64`	Yes	Field goals attempted	`TeamGameLog.TeamGameLog.FGA`
`fg_pct`	`Float64`	Yes	Field goal percentage	`TeamGameLog.TeamGameLog.FG_PCT`
`fg3m`	`Float64`	Yes	Three-point field goals made	`TeamGameLog.TeamGameLog.FG3M`
`fg3a`	`Float64`	Yes	Three-point field goals attempted	`TeamGameLog.TeamGameLog.FG3A`
`fg3_pct`	`Float64`	Yes	Three-point field goal percentage	`TeamGameLog.TeamGameLog.FG3_PCT`
`ftm`	`Float64`	Yes	Free throws made	`TeamGameLog.TeamGameLog.FTM`
`fta`	`Float64`	Yes	Free throws attempted	`TeamGameLog.TeamGameLog.FTA`
`ft_pct`	`Float64`	Yes	Free throw percentage	`TeamGameLog.TeamGameLog.FT_PCT`
`oreb`	`Float64`	Yes	Offensive rebounds	`TeamGameLog.TeamGameLog.OREB`
`dreb`	`Float64`	Yes	Defensive rebounds	`TeamGameLog.TeamGameLog.DREB`
`reb`	`Float64`	Yes	Total rebounds	`TeamGameLog.TeamGameLog.REB`
`ast`	`Float64`	Yes	Assists	`TeamGameLog.TeamGameLog.AST`
`stl`	`Float64`	Yes	Steals	`TeamGameLog.TeamGameLog.STL`
`blk`	`Float64`	Yes	Blocks	`TeamGameLog.TeamGameLog.BLK`
`tov`	`Float64`	Yes	Turnovers	`TeamGameLog.TeamGameLog.TOV`
`pf`	`Float64`	Yes	Personal fouls	`TeamGameLog.TeamGameLog.PF`
`pts`	`Float64`	Yes	Points scored	`TeamGameLog.TeamGameLog.PTS`
`plus_minus`	`Float64`	Yes	Plus-minus differential	`TeamGameLog.TeamGameLog.PLUS_MINUS`
`video_available`	`Int64`	Yes	Video availability flag	`TeamGameLog.TeamGameLog.VIDEO_AVAILABLE`

staging_team_info_common

Column	Type	Nullable	Description	Source
`team_id`	`Int64`	No	Unique team identifier	`TeamInfoCommon.TeamInfoCommon.TEAM_ID`
`season_year`	`String`	Yes	Season year string	`TeamInfoCommon.TeamInfoCommon.SEASON_YEAR`
`team_city`	`String`	Yes	Team city name	`TeamInfoCommon.TeamInfoCommon.TEAM_CITY`
`team_name`	`String`	No	Team name	`TeamInfoCommon.TeamInfoCommon.TEAM_NAME`
`team_abbreviation`	`String`	No	Team abbreviation code	`TeamInfoCommon.TeamInfoCommon.TEAM_ABBREVIATION`
`team_conference`	`String`	Yes	Conference name	`TeamInfoCommon.TeamInfoCommon.TEAM_CONFERENCE`
`team_division`	`String`	Yes	Division name	`TeamInfoCommon.TeamInfoCommon.TEAM_DIVISION`
`team_code`	`String`	Yes	Team code slug	`TeamInfoCommon.TeamInfoCommon.TEAM_CODE`
`team_slug`	`String`	Yes	URL-friendly team slug	`TeamInfoCommon.TeamInfoCommon.TEAM_SLUG`
`w`	`Int64`	Yes	Wins	`TeamInfoCommon.TeamInfoCommon.W`
`l`	`Int64`	Yes	Losses	`TeamInfoCommon.TeamInfoCommon.L`
`pct`	`Float64`	Yes	Win percentage	`TeamInfoCommon.TeamInfoCommon.PCT`
`conf_rank`	`Int64`	Yes	Conference ranking	`TeamInfoCommon.TeamInfoCommon.CONF_RANK`
`div_rank`	`Int64`	Yes	Division ranking	`TeamInfoCommon.TeamInfoCommon.DIV_RANK`
`min_year`	`String`	Yes	First year of team activity	`TeamInfoCommon.TeamInfoCommon.MIN_YEAR`
`max_year`	`String`	Yes	Last year of team activity	`TeamInfoCommon.TeamInfoCommon.MAX_YEAR`

staging_win_probability

Column	Type	Nullable	Description	Source
`game_id`	`String`	No	Unique game identifier	`WinProbabilityPBP.WinProbPBP.GAME_ID`
`event_num`	`Int64`	No	Event sequence number	`WinProbabilityPBP.WinProbPBP.EVENT_NUM`
`home_pct`	`Float64`	Yes	Home team win probability	`WinProbabilityPBP.WinProbPBP.HOME_PCT`
`visitor_pct`	`Float64`	Yes	Visitor team win probability	`WinProbabilityPBP.WinProbPBP.VISITOR_PCT`
`home_pts`	`Int64`	Yes	Home team points	`WinProbabilityPBP.WinProbPBP.HOME_PTS`
`visitor_pts`	`Int64`	Yes	Visitor team points	`WinProbabilityPBP.WinProbPBP.VISITOR_PTS`
`home_score_margin`	`Int64`	Yes	Home team score margin	`WinProbabilityPBP.WinProbPBP.HOME_SCORE_MARGIN`
`period`	`Int64`	Yes	Game period number	`WinProbabilityPBP.WinProbPBP.PERIOD`
`seconds_remaining`	`Float64`	Yes	Seconds remaining in period	`WinProbabilityPBP.WinProbPBP.SECONDS_REMAINING`
`home_team_id`	`Int64`	Yes	Home team identifier (FK → staging_team.team_id)	`WinProbabilityPBP.WinProbPBP.HOME_TEAM_ID`
`home_team_abb`	`String`	Yes	Home team abbreviation code	`WinProbabilityPBP.WinProbPBP.HOME_TEAM_ABB`
`visitor_team_id`	`Int64`	Yes	Visitor team identifier (FK → staging_team.team_id)	`WinProbabilityPBP.WinProbPBP.VISITOR_TEAM_ID`
`visitor_team_abb`	`String`	Yes	Visitor team abbreviation code	`WinProbabilityPBP.WinProbPBP.VISITOR_TEAM_ABB`
`description`	`String`	Yes	Text description of the play	`WinProbabilityPBP.WinProbPBP.DESCRIPTION`
`location`	`String`	Yes	Home or away location indicator	`WinProbabilityPBP.WinProbPBP.LOCATION`
`pctimestring`	`String`	Yes	Period clock time string	`WinProbabilityPBP.WinProbPBP.PCTIMESTRING`
`is_score_change`	`Int64`	Yes	Flag indicating if score changed	`WinProbabilityPBP.WinProbPBP.IS_SCORE_CHANGE`

Companion cuts

Turn cleaned field names into SQL decisions

These companion pages turn staging inventories into practical naming, join, and dependency guidance.

Curated naming guide

Decode staging naming habits

Use the naming guide when the cleaned column is clearer than raw, but still needs interpretation.

Curated join guide

Turn staging keys into relationship plans

Move from renamed identifiers to the actual join lanes used in warehouse reads.

Curated dependency replay

Trace downstream tables before you change anything

Check impact radius when a staging field or table might feed multiple facts, dimensions, or aggregates.

Next possession

Use staging names as the translation layer

Staging fields are where raw payloads start sounding like a warehouse. These next stops help you decode normalized names, trace upstream sources, and turn cleaned columns into join decisions.

Data Dictionary

Field Reference

Translate staging naming habits into semantic meaning before reading transform code.

Schema Reference

Relationships

Use the cleaned keys and renamed columns to plan safe star-schema joins.

Table Lineage

Trace where a staging field comes from and which downstream outputs inherit it.

Data Dictionary — Raw

Field-level documentation for all raw schema tables

Data Dictionary — Star

Field-level documentation for all star schema tables

On this page

Data Dictionary — Staging staging_arena_info staging_box_score_advanced_player staging_box_score_defensive_player staging_box_score_four_factors_player staging_box_score_four_factors_team staging_box_score_hustle_player staging_box_score_matchups staging_box_score_player_track staging_box_score_traditional_player staging_box_score_traditional_team staging_common_all_players staging_common_team_years staging_draft_combine_stats staging_draft_history staging_game_leaders staging_game_rotation staging_league_dash_player_stats staging_league_dash_team_stats staging_league_game_log staging_league_lineup_viz staging_league_standings_v3 staging_play_by_play_v2 staging_play_by_play_v3 staging_player_dashboard_clutch staging_player_dashboard_game_splits staging_player_dashboard_general_splits staging_player_dashboard_last_n_games staging_player_dashboard_shooting_splits staging_player_dashboard_team_performance staging_player_dashboard_year_over_year staging_player_game_log staging_player_index staging_player_perf_pts_scored staging_player_shoot_assisted_by staging_player_shoot_type_summary staging_schedule_league_v2 staging_scoreboard_v2 staging_shot_chart_detail staging_synergy_play_types staging_team_details staging_team_game_log staging_team_info_common staging_win_probability