diff --git a/examples/fast-api-server/dummy-data/game_summaries.csv b/examples/fast-api-server/dummy-data/game_summaries.csv new file mode 100644 index 0000000..9b345e9 --- /dev/null +++ b/examples/fast-api-server/dummy-data/game_summaries.csv @@ -0,0 +1,13 @@ +game_id,status,status_detail,date,season,home_team,away_team,home_team_score,away_team_score,location,venue,venue_id,attendance,game_type,headline_long,headline_short,home_team_abbr,home_team_id,home_team_winner,away_team_abbr,away_team_id,away_team_winner,playoff_series_summary,home_team_overall_record,home_team_home_record,home_team_away_record,away_team_overall_record,away_team_home_record,away_team_away_record +401585102,Final,Final/OT,2024-01-03,2024,Utah Jazz,Detroit Pistons,154.0,148.0,"Salt Lake City, UT",Delta Center,3093.0,,Regular Season,None,None,UTAH,26,true,DET,8,false,None,16-19,11-5,None,3-31,None,1-17 +401585101,Final,Final,2024-01-03,2024,Phoenix Suns,LA Clippers,122.0,131.0,"Phoenix, AZ",Footprint Center,1949.0,,Regular Season,None,None,PHX,21,false,LAC,12,true,None,18-16,10-10,None,21-12,None,7-8 +401585095,Final,Final,2024-01-03,2024,Atlanta Hawks,Oklahoma City Thunder,141.0,138.0,"Atlanta, GA",State Farm Arena,1827.0,,Regular Season,None,None,ATL,1,true,OKC,25,false,None,14-19,5-9,None,23-10,None,9-5 +401585094,Final,Final,2024-01-03,2024,Indiana Pacers,Milwaukee Bucks,142.0,130.0,"Indianapolis, IN",Gainbridge Fieldhouse,2183.0,,Regular Season,None,None,IND,11,true,MIL,15,false,None,19-14,10-7,None,24-10,None,8-7 +401585097,Final,Final,2024-01-03,2024,Houston Rockets,Brooklyn Nets,112.0,101.0,"Houston, TX",Toyota Center (Houston),1394.0,,Regular Season,None,None,HOU,10,true,BKN,17,false,None,17-15,14-5,None,15-20,None,6-12 +401585096,Final,Final,2024-01-03,2024,New York Knicks,Chicago Bulls,116.0,100.0,"New York, NY",Madison Square Garden,1830.0,,Regular Season,None,None,NY,18,true,CHI,4,false,None,19-15,10-4,None,15-21,None,4-12 +401585100,Final,Final,2024-01-03,2024,Dallas Mavericks,Portland Trail Blazers,126.0,97.0,"Dallas, TX",American Airlines Center,516.0,,Regular Season,None,None,DAL,6,true,POR,22,false,None,20-15,9-7,None,9-24,None,4-13 +401585104,Final,Final/2OT,2024-01-03,2024,Sacramento Kings,Orlando Magic,138.0,135.0,"Sacramento, CA",Golden 1 Center,5310.0,,Regular Season,None,None,SAC,23,true,ORL,19,false,None,20-13,12-6,None,19-15,None,7-11 +401585098,Final,Final,2024-01-03,2024,Memphis Grizzlies,Toronto Raptors,111.0,116.0,"Memphis, TN",FedExForum,1392.0,,Regular Season,None,None,MEM,29,false,TOR,28,true,None,11-23,3-13,None,14-20,None,5-11 +401585103,Final,Final,2024-01-03,2024,Los Angeles Lakers,Miami Heat,96.0,110.0,"Los Angeles, CA",crypto.com Arena,1841.0,,Regular Season,None,None,LAL,13,false,MIA,14,true,None,17-18,11-5,None,20-14,None,11-8 +401585093,Final,Final,2024-01-03,2024,Cleveland Cavaliers,Washington Wizards,140.0,101.0,"Cleveland, OH",Rocket Mortgage FieldHouse,3417.0,,Regular Season,None,None,CLE,5,true,WSH,27,false,None,19-15,10-8,None,6-27,None,3-16 +401585099,Final,Final,2024-01-03,2024,Minnesota Timberwolves,New Orleans Pelicans,106.0,117.0,"Minneapolis, MN",Target Center,2029.0,,Regular Season,None,None,MIN,16,false,NO,3,true,None,24-9,14-2,None,21-14,None,9-7 \ No newline at end of file diff --git a/examples/fast-api-server/dummy-data/player_boxscores.csv b/examples/fast-api-server/dummy-data/player_boxscores.csv new file mode 100644 index 0000000..459065a --- /dev/null +++ b/examples/fast-api-server/dummy-data/player_boxscores.csv @@ -0,0 +1,268 @@ +game_id,player_name,player_id,position,team_abbr,starter_flg,mp,fg,fgm,fga,fg3,fg3m,fg3a,ft,ftm,fta,oreb,dreb,reb,ast,stl,blk,tov,pf,plus_minus,pts,dnp_reason +401585101,Udoka Azubuike,4066299,C ,PHX,false,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-3.0,0.0,None +401585103,Jaxson Hayes,4397077,C ,LAL,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585094,Chris Livingston,4433622,F ,MIL,false,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,5.0,0.0,None +401585094,Thanasis Antetokounmpo,3102533,SF,MIL,false,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,2.0,5.0,0.0,None +401585104,Admiral Schofield,3918423,SF,ORL,false,6.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,5.0,0.0,None +401585096,Jericho Sims,4277922,C ,NY,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585094,Jordan Nwora,4277883,SF,IND,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-3.0,0.0,None +401585104,Juan Toscano-Anderson,4401416,F ,SAC,false,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-2.0,0.0,None +401585094,Robin Lopez,3447,C ,MIL,false,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,5.0,0.0,None +401585103,Orlando Robinson,4593049,C ,MIA,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585096,Ryan Arcidiacono,2991047,G ,NY,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585101,Drew Eubanks,3914285,PF,PHX,false,4.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,0.0,None +401585103,R.J. Hampton,4590530,G ,MIA,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585097,Jalen Wilson,4431714,F ,BKN,false,5.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,-2.0,0.0,None +401585096,Adama Sanogo,4702023,C ,CHI,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585103,Jamal Cain,4278572,F ,MIA,false,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585099,Cody Zeller,2579258,C ,NO,false,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,-2.0,0.0,None +401585097,Armoni Brooks,4066450,G ,BKN,false,3.0,0-0,0.0,0.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,4.0,0.0,None +401585096,Julian Phillips,5105553,F ,CHI,false,2.0,0-1,0.0,1.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585094,Ben Sheppard,4433076,G ,IND,false,2.0,0-1,0.0,1.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-5.0,0.0,None +401585103,Cole Swider,4397134,F ,MIA,false,1.0,0-1,0.0,1.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,None +401585100,Seth Curry,2326307,SG,DAL,false,15.0,0-1,0.0,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,2.0,0.0,0.0,0.0,0.0,28.0,0.0,None +401585103,Cam Reddish,4395627,SF,LAL,true,19.0,0-1,0.0,1.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,4.0,2.0,-7.0,0.0,None +401585100,Dereck Lively II,4683688,C ,DAL,true,19.0,0-1,0.0,1.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,3.0,4.0,4.0,2.0,3.0,0.0,1.0,23.0,0.0,None +401585100,None,4871140,C ,POR,true,15.0,0-2,0.0,2.0,0-0,0.0,0.0,0-0,0.0,0.0,3.0,1.0,4.0,0.0,0.0,2.0,4.0,6.0,-28.0,0.0,None +401585098,David Roddy,4593041,F ,MEM,false,8.0,0-2,0.0,2.0,0-2,0.0,2.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-10.0,0.0,None +401585098,John Konchar,3134932,SG,MEM,false,8.0,0-2,0.0,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,2.0,2.0,1.0,2.0,1.0,1.0,0.0,2.0,0.0,None +401585097,Reggie Bullock Jr.,2528779,SF,HOU,false,8.0,0-2,0.0,2.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,-13.0,0.0,None +401585098,Jontay Porter,4278103,C ,TOR,false,7.0,0-2,0.0,2.0,0-2,0.0,2.0,0-0,0.0,0.0,0.0,3.0,3.0,0.0,0.0,0.0,0.0,2.0,9.0,0.0,None +401585104,Chris Duarte,4592402,SG,SAC,true,10.0,0-3,0.0,3.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,2.0,3.0,-6.0,0.0,None +401585093,Delon Wright,3064447,SG,WSH,false,18.0,0-3,0.0,3.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,2.0,2.0,4.0,1.0,1.0,1.0,1.0,-21.0,0.0,None +401585103,Jalen Hood-Schifino,5105797,G ,LAL,false,6.0,0-4,0.0,4.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,1.0,2.0,0.0,0.0,0.0,0.0,1.0,-1.0,0.0,None +401585103,Taurean Prince,2990962,PF,LAL,true,29.0,0-6,0.0,6.0,0-5,0.0,5.0,0-0,0.0,0.0,0.0,5.0,5.0,2.0,0.0,0.0,1.0,2.0,-14.0,0.0,None +401585093,Anthony Gill,2581184,PF,WSH,false,5.0,1-1,1.0,1.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,4.0,2.0,None +401585102,Ochai Agbaji,4397018,G ,UTAH,false,13.0,1-1,1.0,1.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,2.0,2.0,0.0,1.0,2.0,-6.0,3.0,None +401585099,Jordan Hawkins,4683750,G ,NO,false,3.0,1-2,1.0,2.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-1.0,2.0,None +401585100,Grant Williams,4066218,PF,DAL,false,15.0,1-2,1.0,2.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,1.0,2.0,2.0,0.0,0.0,3.0,2.0,4.0,2.0,None +401585096,Dalen Terry,4433159,F ,CHI,false,8.0,1-2,1.0,2.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,2.0,6.0,2.0,None +401585095,Jaylin Williams,4432823,F ,OKC,false,15.0,1-2,1.0,2.0,1-2,1.0,2.0,0-0,0.0,0.0,0.0,3.0,3.0,2.0,2.0,0.0,0.0,4.0,-10.0,3.0,None +401585100,Duop Reath,4066268,C ,POR,false,6.0,1-2,1.0,2.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,2.0,2.0,1.0,0.0,0.0,2.0,4.0,0.0,2.0,None +401585099,Troy Brown Jr.,4278508,SF,MIN,false,3.0,1-2,1.0,2.0,1-2,1.0,2.0,0-0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,8.0,3.0,None +401585093,Eugene Omoruyi,4066410,F ,WSH,false,7.0,1-3,1.0,3.0,0-1,0.0,1.0,0-0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,2.0,-4.0,2.0,None +401585096,Miles McBride,4431823,PG,NY,false,10.0,1-3,1.0,3.0,1-2,1.0,2.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,-15.0,3.0,None +401585093,Johnny Davis,4432356,G ,WSH,false,5.0,1-3,1.0,3.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,None +401585102,Killian Hayes,4683024,PG,DET,false,13.0,1-3,1.0,3.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,4.0,4.0,6.0,0.0,1.0,0.0,2.0,4.0,2.0,None +401585104,Davion Mitchell,4278053,PG,SAC,false,14.0,1-3,1.0,3.0,0-2,0.0,2.0,0-0,0.0,0.0,0.0,1.0,1.0,3.0,0.0,0.0,2.0,0.0,6.0,2.0,None +401585094,Pat Connaughton,2578239,SG,MIL,false,14.0,1-3,1.0,3.0,1-2,1.0,2.0,0-0,0.0,0.0,1.0,1.0,2.0,1.0,0.0,0.0,0.0,3.0,-4.0,3.0,None +401585100,Markieff Morris,6461,PF,DAL,false,12.0,1-3,1.0,3.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,3.0,3.0,1.0,1.0,0.0,1.0,2.0,1.0,3.0,None +401585093,Dean Wade,3912848,PF,CLE,true,20.0,1-3,1.0,3.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,3.0,3.0,1.0,0.0,0.0,0.0,1.0,15.0,2.0,None +401585100,Kris Murray,4594326,F ,POR,false,15.0,1-3,1.0,3.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,2.0,0.0,0.0,1.0,0.0,0.0,2.0,None +401585100,A.J. Lawson,4067017,G ,DAL,false,8.0,1-4,1.0,4.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,-3.0,3.0,None +401585099,Naji Marshall,4278594,SF,NO,false,14.0,1-4,1.0,4.0,0-2,0.0,2.0,0-0,0.0,0.0,0.0,2.0,2.0,0.0,1.0,0.0,0.0,4.0,-10.0,2.0,None +401585097,Aaron Holiday,3922230,G ,HOU,false,14.0,1-5,1.0,5.0,1-3,1.0,3.0,0-0,0.0,0.0,0.0,1.0,1.0,3.0,0.0,0.0,1.0,2.0,-5.0,3.0,None +401585096,Josh Hart,3062679,SG,NY,false,25.0,1-5,1.0,5.0,1-2,1.0,2.0,0-0,0.0,0.0,1.0,4.0,5.0,3.0,0.0,0.0,2.0,2.0,2.0,3.0,None +401585098,Luke Kennard,3913174,SG,MEM,false,19.0,1-5,1.0,5.0,0-4,0.0,4.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,-17.0,2.0,None +401585096,Jevon Carter,3133635,PG,CHI,false,16.0,1-6,1.0,6.0,0-3,0.0,3.0,0-0,0.0,0.0,0.0,0.0,0.0,2.0,1.0,1.0,1.0,2.0,13.0,2.0,None +401585098,Chris Boucher,3948153,PF,TOR,false,13.0,2-2,2.0,2.0,0-0,0.0,0.0,0-0,0.0,0.0,3.0,5.0,8.0,2.0,0.0,0.0,1.0,0.0,10.0,4.0,None +401585096,Precious Achiuwa,4431679,PF,NY,false,11.0,2-2,2.0,2.0,0-0,0.0,0.0,0-0,0.0,0.0,2.0,1.0,3.0,1.0,0.0,1.0,0.0,2.0,-16.0,4.0,None +401585099,Shake Milton,3915195,SG,MIN,false,3.0,2-2,2.0,2.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,5.0,None +401585093,Jared Butler,4395695,SG,WSH,false,9.0,2-2,2.0,2.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,-6.0,5.0,None +401585093,Damian Jones,3064559,C ,CLE,false,6.0,2-3,2.0,3.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,-1.0,4.0,None +401585101,Josh Okogie,4065663,SF,PHX,false,16.0,2-3,2.0,3.0,1-2,1.0,2.0,0-0,0.0,0.0,1.0,1.0,2.0,1.0,0.0,1.0,1.0,2.0,9.0,5.0,None +401585096,Terry Taylor,4279815,F ,CHI,false,16.0,2-3,2.0,3.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,4.0,None +401585103,Jarred Vanderbilt,4278077,PF,LAL,false,16.0,2-3,2.0,3.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,2.0,2.0,0.0,0.0,0.0,2.0,0.0,-6.0,4.0,None +401585098,Xavier Tillman,4277964,F ,MEM,true,23.0,2-3,2.0,3.0,0-0,0.0,0.0,0-0,0.0,0.0,2.0,3.0,5.0,2.0,0.0,0.0,0.0,3.0,-15.0,4.0,None +401585099,Jonas Valanciunas,6477,C ,NO,true,20.0,2-5,2.0,5.0,0-2,0.0,2.0,0-0,0.0,0.0,1.0,6.0,7.0,3.0,0.0,0.0,1.0,5.0,14.0,4.0,None +401585098,Gary Trent Jr.,4277843,SG,TOR,false,21.0,2-5,2.0,5.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,2.0,2.0,2.0,5.0,None +401585102,Kevin Knox II,4278075,SF,DET,false,13.0,2-5,2.0,5.0,0-2,0.0,2.0,0-0,0.0,0.0,1.0,0.0,1.0,2.0,0.0,0.0,0.0,1.0,6.0,4.0,None +401585102,Kris Dunn,2991139,G ,UTAH,true,16.0,2-6,2.0,6.0,0-1,0.0,1.0,0-0,0.0,0.0,0.0,1.0,1.0,4.0,3.0,1.0,0.0,0.0,-3.0,4.0,None +401585096,Patrick Williams,4431687,PF,CHI,true,27.0,2-8,2.0,8.0,1-2,1.0,2.0,0-0,0.0,0.0,1.0,3.0,4.0,2.0,1.0,0.0,5.0,3.0,-14.0,5.0,None +401585102,Keyonte George,4433627,G ,UTAH,false,23.0,2-9,2.0,9.0,1-4,1.0,4.0,0-0,0.0,0.0,0.0,2.0,2.0,2.0,1.0,0.0,1.0,1.0,4.0,5.0,None +401585095,Trent Forrest,4065656,G ,ATL,false,14.0,3-3,3.0,3.0,0-0,0.0,0.0,0-0,0.0,0.0,0.0,2.0,2.0,2.0,0.0,1.0,0.0,3.0,7.0,6.0,None +401585094,Andre Jackson Jr.,4432190,G ,MIL,false,14.0,3-4,3.0,4.0,1-2,1.0,2.0,0-0,0.0,0.0,0.0,2.0,2.0,2.0,0.0,0.0,1.0,1.0,14.0,7.0,None +401585099,Mike Conley,3195,PG,MIN,true,26.0,3-5,3.0,5.0,1-3,1.0,3.0,0-0,0.0,0.0,0.0,0.0,0.0,9.0,1.0,0.0,0.0,1.0,-14.0,7.0,None +401585100,Ish Wainright,3059307,F ,POR,false,17.0,3-5,3.0,5.0,3-5,3.0,5.0,0-0,0.0,0.0,0.0,5.0,5.0,0.0,1.0,0.0,0.0,0.0,2.0,9.0,None +401585101,Daniel Theis,2451037,C ,LAC,false,20.0,3-5,3.0,5.0,0-0,0.0,0.0,0-0,0.0,0.0,1.0,2.0,3.0,1.0,1.0,0.0,0.0,3.0,7.0,6.0,None +401585101,Chimezie Metu,3914283,PF,PHX,true,15.0,3-6,3.0,6.0,1-4,1.0,4.0,0-0,0.0,0.0,1.0,2.0,3.0,2.0,2.0,0.0,1.0,0.0,-10.0,7.0,None +401585095,Lindy Waters III,4066317,F ,OKC,false,20.0,3-6,3.0,6.0,3-6,3.0,6.0,0-0,0.0,0.0,0.0,3.0,3.0,1.0,0.0,0.0,1.0,2.0,5.0,9.0,None +401585104,Wendell Carter Jr.,4277847,C ,ORL,false,21.0,3-7,3.0,7.0,3-3,3.0,3.0,0-0,0.0,0.0,1.0,6.0,7.0,3.0,0.0,0.0,1.0,4.0,9.0,9.0,None +401585099,Jose Alvarado,4277869,PG,NO,false,27.0,3-8,3.0,8.0,2-6,2.0,6.0,0-0,0.0,0.0,1.0,2.0,3.0,3.0,0.0,1.0,1.0,3.0,2.0,8.0,None +401585099,Naz Reid,4396971,C ,MIN,false,25.0,3-8,3.0,8.0,2-5,2.0,5.0,0-0,0.0,0.0,0.0,6.0,6.0,2.0,0.0,2.0,1.0,2.0,3.0,8.0,None +401585094,Malik Beasley,3907822,SG,MIL,true,23.0,3-8,3.0,8.0,2-5,2.0,5.0,0-0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,4.0,-17.0,8.0,None +401585096,Quentin Grimes,4397014,SG,NY,false,18.0,3-9,3.0,9.0,2-6,2.0,6.0,0-0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,-20.0,8.0,None +401585094,Aaron Nesmith,4396909,SF,IND,true,22.0,4-4,4.0,4.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,4.0,4.0,2.0,3.0,0.0,0.0,2.0,18.0,9.0,None +401585093,Isaac Okoro,4432822,SF,CLE,true,20.0,4-4,4.0,4.0,1-1,1.0,1.0,0-0,0.0,0.0,0.0,2.0,2.0,3.0,1.0,0.0,0.0,2.0,12.0,9.0,None +401585104,Chuma Okeke,4278052,PF,ORL,false,27.0,4-5,4.0,5.0,3-4,3.0,4.0,0-0,0.0,0.0,1.0,6.0,7.0,3.0,0.0,1.0,0.0,2.0,4.0,11.0,None +401585102,Walker Kessler,4433136,C ,UTAH,false,29.0,4-6,4.0,6.0,0-0,0.0,0.0,0-0,0.0,0.0,3.0,5.0,8.0,1.0,0.0,6.0,0.0,4.0,15.0,8.0,None +401585104,Trey Lyles,3136196,PF,SAC,false,22.0,4-6,4.0,6.0,2-3,2.0,3.0,0-0,0.0,0.0,3.0,0.0,3.0,0.0,0.0,1.0,0.0,3.0,-1.0,10.0,None +401585099,Larry Nance Jr.,2580365,PF,NO,false,22.0,4-6,4.0,6.0,0-0,0.0,0.0,0-0,0.0,0.0,3.0,6.0,9.0,2.0,1.0,1.0,0.0,1.0,-2.0,8.0,None +401585100,Matisse Thybulle,3907498,SG,POR,false,23.0,4-6,4.0,6.0,4-6,4.0,6.0,0-0,0.0,0.0,0.0,2.0,2.0,1.0,1.0,0.0,0.0,4.0,-2.0,12.0,None +401585102,James Wiseman,4432808,C ,DET,false,17.0,4-7,4.0,7.0,0-0,0.0,0.0,0-0,0.0,0.0,5.0,4.0,9.0,0.0,0.0,0.0,3.0,1.0,11.0,8.0,None +401585103,Josh Richardson,2581190,SG,MIA,false,21.0,4-7,4.0,7.0,2-3,2.0,3.0,0-0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,1.0,0.0,3.0,9.0,10.0,None +401585104,Anthony Black,4712849,G ,ORL,false,25.0,4-7,4.0,7.0,1-1,1.0,1.0,0-0,0.0,0.0,1.0,1.0,2.0,4.0,0.0,0.0,1.0,1.0,-1.0,9.0,None +401585097,Cam Whitmore,5105592,F ,HOU,false,17.0,4-7,4.0,7.0,3-5,3.0,5.0,0-0,0.0,0.0,0.0,2.0,2.0,1.0,2.0,0.0,1.0,3.0,-6.0,11.0,None +401585095,Isaiah Joe,4395702,SG,OKC,false,18.0,4-8,4.0,8.0,1-5,1.0,5.0,0-0,0.0,0.0,1.0,0.0,1.0,1.0,1.0,0.0,2.0,2.0,-3.0,9.0,None +401585101,Terance Mann,3907823,SG,LAC,true,23.0,5-8,5.0,8.0,2-4,2.0,4.0,0-0,0.0,0.0,2.0,1.0,3.0,1.0,2.0,0.0,0.0,1.0,17.0,12.0,None +401585101,Norman Powell,2595516,G ,LAC,false,26.0,5-8,5.0,8.0,3-5,3.0,5.0,0-0,0.0,0.0,0.0,2.0,2.0,1.0,0.0,0.0,3.0,1.0,-7.0,13.0,None +401585096,O.G. Anunoby,3934719,SF,NY,true,34.0,5-9,5.0,9.0,1-4,1.0,4.0,0-0,0.0,0.0,2.0,6.0,8.0,2.0,2.0,0.0,1.0,2.0,35.0,11.0,None +401585093,Mike Muscala,2490089,C ,WSH,false,21.0,5-9,5.0,9.0,2-5,2.0,5.0,0-0,0.0,0.0,2.0,2.0,4.0,2.0,0.0,0.0,0.0,0.0,-22.0,12.0,None +401585095,Chet Holmgren,4433255,PF,OKC,true,25.0,5-9,5.0,9.0,2-5,2.0,5.0,0-0,0.0,0.0,0.0,3.0,3.0,1.0,0.0,0.0,4.0,1.0,-1.0,12.0,None +401585095,Aaron Wiggins,4397183,SG,OKC,false,21.0,6-7,6.0,7.0,1-1,1.0,1.0,0-0,0.0,0.0,1.0,2.0,3.0,2.0,1.0,1.0,0.0,1.0,-7.0,13.0,None +401585101,Bol Bol,4397102,C ,PHX,false,19.0,6-7,6.0,7.0,2-2,2.0,2.0,0-0,0.0,0.0,3.0,2.0,5.0,2.0,1.0,0.0,2.0,2.0,9.0,14.0,None +401585097,Nic Claxton,4278067,C ,BKN,true,28.0,6-8,6.0,8.0,0-0,0.0,0.0,0-0,0.0,0.0,5.0,8.0,13.0,0.0,1.0,2.0,1.0,5.0,-8.0,12.0,None +401585094,MarJon Beauchamp,4432179,F ,MIL,false,21.0,6-9,6.0,9.0,0-3,0.0,3.0,0-0,0.0,0.0,1.0,2.0,3.0,1.0,0.0,0.0,1.0,1.0,-1.0,12.0,None +401585093,Jordan Poole,4277956,SG,WSH,true,23.0,3-11,3.0,11.0,2-4,2.0,4.0,0-0,0.0,0.0,3.0,0.0,3.0,2.0,0.0,0.0,1.0,3.0,-22.0,8.0,None +401585093,Deni Avdija,4683021,SF,WSH,true,21.0,3-11,3.0,11.0,1-3,1.0,3.0,0-0,0.0,0.0,2.0,4.0,6.0,4.0,1.0,0.0,3.0,1.0,-17.0,7.0,None +401585096,Donte DiVincenzo,3934673,SG,NY,true,25.0,4-10,4.0,10.0,3-8,3.0,8.0,0-0,0.0,0.0,1.0,4.0,5.0,5.0,1.0,0.0,3.0,2.0,18.0,11.0,None +401585093,Tyus Jones,3135046,PG,WSH,true,21.0,4-11,4.0,11.0,1-2,1.0,2.0,0-0,0.0,0.0,0.0,2.0,2.0,2.0,1.0,1.0,0.0,0.0,-12.0,9.0,None +401585093,Sam Merrill,4066757,SG,CLE,false,29.0,4-11,4.0,11.0,3-9,3.0,9.0,0-0,0.0,0.0,1.0,4.0,5.0,6.0,0.0,0.0,0.0,2.0,27.0,11.0,None +401585097,Dorian Finney-Smith,2578185,PF,BKN,true,20.0,4-16,4.0,16.0,1-11,1.0,11.0,0-0,0.0,0.0,1.0,1.0,2.0,2.0,0.0,1.0,2.0,2.0,4.0,9.0,None +401585099,Jaden McDaniels,4431671,PF,MIN,true,33.0,5-10,5.0,10.0,1-3,1.0,3.0,0-0,0.0,0.0,0.0,0.0,0.0,2.0,2.0,1.0,1.0,3.0,-19.0,11.0,None +401585103,Duncan Robinson,3157465,F ,MIA,false,30.0,5-14,5.0,14.0,3-12,3.0,12.0,0-0,0.0,0.0,0.0,0.0,0.0,2.0,1.0,0.0,1.0,3.0,0.0,13.0,None +401585103,Nikola Jovic,4997528,F ,MIA,true,28.0,6-11,6.0,11.0,3-5,3.0,5.0,0-0,0.0,0.0,1.0,7.0,8.0,1.0,1.0,0.0,0.0,4.0,3.0,15.0,None +401585099,Herbert Jones,4277813,SF,NO,true,37.0,6-11,6.0,11.0,4-5,4.0,5.0,0-0,0.0,0.0,0.0,3.0,3.0,2.0,1.0,1.0,3.0,3.0,10.0,16.0,None +401585103,LeBron James,1966,SF,LAL,true,38.0,6-18,6.0,18.0,0-6,0.0,6.0,0-0,0.0,0.0,0.0,6.0,6.0,9.0,0.0,0.0,2.0,2.0,-20.0,12.0,None +401585093,Kyle Kuzma,3134907,SF,WSH,true,23.0,7-12,7.0,12.0,2-6,2.0,6.0,0-0,0.0,0.0,0.0,2.0,2.0,3.0,1.0,0.0,1.0,1.0,-22.0,16.0,None +401585098,Ziaire Williams,4433137,F ,MEM,false,18.0,7-12,7.0,12.0,4-7,4.0,7.0,0-0,0.0,0.0,2.0,4.0,6.0,0.0,1.0,0.0,0.0,1.0,-1.0,18.0,None +401585103,Jaime Jaquez Jr.,4432848,G ,MIA,true,39.0,7-14,7.0,14.0,2-6,2.0,6.0,0-0,0.0,0.0,0.0,0.0,0.0,8.0,1.0,1.0,2.0,1.0,24.0,16.0,None +401585093,Max Strus,4065778,SG,CLE,true,28.0,9-13,9.0,13.0,6-8,6.0,8.0,0-0,0.0,0.0,2.0,2.0,4.0,3.0,1.0,1.0,1.0,4.0,32.0,24.0,None +401585093,Caris LeVert,2991043,SG,CLE,false,23.0,9-18,9.0,18.0,3-6,3.0,6.0,0-0,0.0,0.0,2.0,3.0,5.0,5.0,1.0,1.0,0.0,1.0,22.0,21.0,None +401585104,Keegan Murray,4594327,SF,SAC,true,46.0,13-21,13.0,21.0,2-6,2.0,6.0,0-0,0.0,0.0,4.0,8.0,12.0,1.0,1.0,0.0,0.0,0.0,-7.0,28.0,None +401585095,Garrison Mathews,3913180,SG,ATL,false,17.0,2-3,2.0,3.0,1-2,1.0,2.0,0-1,0.0,1.0,0.0,0.0,0.0,2.0,0.0,0.0,1.0,1.0,-8.0,5.0,None +401585104,Gary Harris,2999547,SG,ORL,true,12.0,2-4,2.0,4.0,1-3,1.0,3.0,0-1,0.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,1.0,2.0,-8.0,5.0,None +401585093,Craig Porter,4701233,G ,CLE,false,15.0,4-5,4.0,5.0,0-0,0.0,0.0,0-1,0.0,1.0,1.0,2.0,3.0,3.0,0.0,0.0,1.0,0.0,7.0,8.0,None +401585101,Grayson Allen,3135045,SG,PHX,true,32.0,4-9,4.0,9.0,2-4,2.0,4.0,0-1,0.0,1.0,1.0,3.0,4.0,3.0,2.0,0.0,1.0,2.0,-19.0,10.0,None +401585093,Daniel Gafford,4278049,C ,WSH,true,20.0,6-8,6.0,8.0,0-0,0.0,0.0,0-1,0.0,1.0,3.0,2.0,5.0,1.0,0.0,1.0,0.0,2.0,-13.0,12.0,None +401585100,Brandon Williams,4397040,G ,DAL,false,6.0,0-1,0.0,1.0,0-0,0.0,0.0,0-2,0.0,2.0,1.0,1.0,2.0,0.0,1.0,0.0,0.0,0.0,-9.0,0.0,None +401585102,Ausar Thompson,4684742,F ,DET,false,11.0,1-4,1.0,4.0,0-1,0.0,1.0,0-2,0.0,2.0,2.0,1.0,3.0,1.0,1.0,1.0,0.0,2.0,6.0,2.0,None +401585093,Bilal Coulibaly,5104155,SG,WSH,false,33.0,2-12,2.0,12.0,1-4,1.0,4.0,0-2,0.0,2.0,1.0,4.0,5.0,1.0,3.0,2.0,2.0,4.0,-24.0,5.0,None +401585097,Cameron Johnson,3138196,SF,BKN,true,32.0,6-13,6.0,13.0,3-6,3.0,6.0,0-2,0.0,2.0,0.0,6.0,6.0,5.0,0.0,1.0,0.0,0.0,-5.0,15.0,None +401585104,Franz Wagner,4566434,SF,ORL,true,5.0,2-4,2.0,4.0,1-1,1.0,1.0,1-1,1.0,1.0,0.0,2.0,2.0,1.0,0.0,0.0,0.0,0.0,-1.0,6.0,None +401585100,Malcolm Brogdon,2566769,PG,POR,false,17.0,2-6,2.0,6.0,0-3,0.0,3.0,1-1,1.0,1.0,0.0,2.0,2.0,2.0,0.0,0.0,0.0,1.0,-12.0,5.0,None +401585094,Isaiah Jackson,4432170,SF,IND,false,18.0,4-6,4.0,6.0,0-0,0.0,0.0,1-1,1.0,1.0,2.0,2.0,4.0,3.0,1.0,0.0,1.0,3.0,-3.0,9.0,None +401585102,Isaiah Livers,4277957,PF,DET,true,36.0,4-7,4.0,7.0,1-4,1.0,4.0,1-1,1.0,1.0,3.0,1.0,4.0,0.0,2.0,0.0,1.0,4.0,-13.0,10.0,None +401585096,Alex Caruso,2991350,SG,CHI,true,33.0,5-13,5.0,13.0,2-8,2.0,8.0,1-1,1.0,1.0,0.0,4.0,4.0,3.0,4.0,1.0,1.0,4.0,-11.0,13.0,None +401585102,Simone Fontecchio,3899664,F ,UTAH,true,35.0,6-11,6.0,11.0,3-4,3.0,4.0,1-1,1.0,1.0,2.0,5.0,7.0,4.0,2.0,0.0,0.0,2.0,13.0,16.0,None +401585094,Khris Middleton,6609,SF,MIL,true,32.0,7-13,7.0,13.0,4-7,4.0,7.0,1-1,1.0,1.0,1.0,5.0,6.0,7.0,0.0,2.0,4.0,2.0,-15.0,19.0,None +401585096,Jalen Brunson,3934672,PG,NY,true,38.0,13-22,13.0,22.0,4-9,4.0,9.0,1-1,1.0,1.0,0.0,3.0,3.0,13.0,0.0,0.0,4.0,3.0,31.0,31.0,None +401585099,Kyle Anderson,2993874,SF,MIN,false,13.0,0-2,0.0,2.0,0-0,0.0,0.0,1-2,1.0,2.0,1.0,3.0,4.0,0.0,2.0,0.0,0.0,0.0,0.0,1.0,None +401585101,Amir Coffey,4066387,SG,LAC,false,13.0,1-1,1.0,1.0,0-0,0.0,0.0,1-2,1.0,2.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,3.0,None +401585099,Jordan McLaughlin,3134916,PG,MIN,false,17.0,1-6,1.0,6.0,0-4,0.0,4.0,1-2,1.0,2.0,2.0,1.0,3.0,4.0,1.0,0.0,0.0,0.0,5.0,3.0,None +401585099,Rudy Gobert,3032976,C ,MIN,true,24.0,2-3,2.0,3.0,0-0,0.0,0.0,1-2,1.0,2.0,1.0,4.0,5.0,0.0,0.0,1.0,1.0,4.0,-16.0,5.0,None +401585100,Derrick Jones Jr.,3936099,SF,DAL,true,23.0,2-3,2.0,3.0,0-0,0.0,0.0,1-2,1.0,2.0,0.0,0.0,0.0,1.0,2.0,2.0,1.0,2.0,23.0,5.0,None +401585100,Skylar Mays,4066269,SG,POR,false,8.0,2-4,2.0,4.0,0-0,0.0,0.0,1-2,1.0,2.0,1.0,4.0,5.0,1.0,0.0,0.0,1.0,0.0,3.0,5.0,None +401585098,Santi Aldama,4593125,PF,MEM,false,22.0,2-6,2.0,6.0,2-4,2.0,4.0,1-2,1.0,2.0,1.0,7.0,8.0,3.0,1.0,0.0,1.0,4.0,2.0,7.0,None +401585104,Trevelin Queen,4409222,SG,ORL,false,38.0,2-7,2.0,7.0,0-3,0.0,3.0,1-2,1.0,2.0,0.0,2.0,2.0,6.0,2.0,1.0,0.0,5.0,1.0,5.0,None +401585093,Landry Shamet,3914044,SG,WSH,false,15.0,3-6,3.0,6.0,2-3,2.0,3.0,1-2,1.0,2.0,0.0,3.0,3.0,2.0,1.0,0.0,0.0,0.0,-15.0,9.0,None +401585095,Josh Giddey,4871145,SG,OKC,true,22.0,3-7,3.0,7.0,2-3,2.0,3.0,1-2,1.0,2.0,2.0,1.0,3.0,4.0,1.0,0.0,2.0,1.0,1.0,9.0,None +401585102,Jaden Ivey,4433218,PG,DET,true,22.0,4-8,4.0,8.0,2-3,2.0,3.0,1-2,1.0,2.0,0.0,1.0,1.0,2.0,0.0,0.0,2.0,2.0,0.0,11.0,None +401585097,Fred VanVleet,2991230,PG,HOU,true,36.0,7-9,7.0,9.0,6-8,6.0,8.0,1-2,1.0,2.0,0.0,6.0,6.0,10.0,0.0,2.0,4.0,2.0,24.0,21.0,None +401585094,Bobby Portis,3064482,F ,MIL,false,20.0,4-10,4.0,10.0,0-2,0.0,2.0,1-2,1.0,2.0,3.0,3.0,6.0,1.0,0.0,1.0,0.0,1.0,-1.0,9.0,None +401585097,Royce O'Neale,2583632,PF,BKN,false,30.0,5-13,5.0,13.0,2-8,2.0,8.0,1-2,1.0,2.0,1.0,3.0,4.0,3.0,2.0,0.0,1.0,3.0,-7.0,13.0,None +401585097,Jalen Green,4437244,SG,HOU,true,31.0,5-15,5.0,15.0,3-9,3.0,9.0,1-2,1.0,2.0,0.0,8.0,8.0,4.0,0.0,0.0,4.0,1.0,17.0,14.0,None +401585102,John Collins,3908845,PF,UTAH,true,24.0,7-13,7.0,13.0,2-6,2.0,6.0,1-2,1.0,2.0,4.0,0.0,4.0,3.0,0.0,0.0,2.0,3.0,-12.0,17.0,None +401585104,JaVale McGee,3452,C ,SAC,false,8.0,2-2,2.0,2.0,0-0,0.0,0.0,1-3,1.0,3.0,0.0,2.0,2.0,0.0,1.0,0.0,0.0,2.0,-3.0,5.0,None +401585093,Tristan Thompson,6474,C ,CLE,false,19.0,3-7,3.0,7.0,0-0,0.0,0.0,1-3,1.0,3.0,3.0,6.0,9.0,4.0,0.0,1.0,3.0,1.0,12.0,7.0,None +401585100,Jerami Grant,2991070,SF,POR,true,20.0,4-9,4.0,9.0,1-3,1.0,3.0,1-3,1.0,3.0,0.0,1.0,1.0,2.0,0.0,0.0,3.0,3.0,-13.0,10.0,None +401585099,Josh Minott,4687718,F ,MIN,false,3.0,0-0,0.0,0.0,0-0,0.0,0.0,2-2,2.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,8.0,2.0,None +401585104,Moritz Wagner,3150844,C ,ORL,false,13.0,0-2,0.0,2.0,0-1,0.0,1.0,2-2,2.0,2.0,1.0,2.0,3.0,2.0,0.0,0.0,3.0,2.0,0.0,2.0,None +401585104,Kevin Huerter,4066372,SG,SAC,false,18.0,0-5,0.0,5.0,0-4,0.0,4.0,2-2,2.0,2.0,1.0,6.0,7.0,2.0,0.0,0.0,1.0,1.0,4.0,2.0,None +401585100,Jabari Walker,4432446,F ,POR,false,17.0,1-3,1.0,3.0,0-1,0.0,1.0,2-2,2.0,2.0,1.0,4.0,5.0,4.0,0.0,0.0,1.0,2.0,-13.0,4.0,None +401585101,Keita Bates-Diop,3136779,SF,PHX,false,21.0,1-3,1.0,3.0,1-2,1.0,2.0,2-2,2.0,2.0,0.0,0.0,0.0,3.0,1.0,0.0,0.0,3.0,-2.0,5.0,None +401585099,Nickeil Alexander-Walker,4278039,SG,MIN,false,19.0,1-3,1.0,3.0,0-2,0.0,2.0,2-2,2.0,2.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,-5.0,4.0,None +401585097,Jae'Sean Tate,3136777,SF,HOU,true,31.0,2-2,2.0,2.0,2-2,2.0,2.0,2-2,2.0,2.0,0.0,4.0,4.0,3.0,0.0,0.0,1.0,4.0,17.0,8.0,None +401585099,Dyson Daniels,4869342,G ,NO,false,24.0,2-3,2.0,3.0,1-1,1.0,1.0,2-2,2.0,2.0,2.0,3.0,5.0,1.0,1.0,0.0,0.0,0.0,-1.0,7.0,None +401585097,Jeff Green,3209,PF,HOU,false,17.0,2-4,2.0,4.0,2-2,2.0,2.0,2-2,2.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,-7.0,8.0,None +401585101,Ivica Zubac,4017837,C ,LAC,true,27.0,2-4,2.0,4.0,0-0,0.0,0.0,2-2,2.0,2.0,1.0,2.0,3.0,2.0,0.0,2.0,0.0,5.0,0.0,6.0,None +401585104,Goga Bitadze,4348700,C ,ORL,true,28.0,2-5,2.0,5.0,0-1,0.0,1.0,2-2,2.0,2.0,1.0,5.0,6.0,2.0,1.0,3.0,1.0,3.0,-15.0,6.0,None +401585094,T.J. McConnell,2530530,PG,IND,false,19.0,2-6,2.0,6.0,0-1,0.0,1.0,2-2,2.0,2.0,0.0,6.0,6.0,3.0,0.0,0.0,1.0,1.0,3.0,6.0,None +401585101,Russell Westbrook,3468,PG,LAC,false,18.0,2-7,2.0,7.0,0-2,0.0,2.0,2-2,2.0,2.0,2.0,3.0,5.0,2.0,2.0,0.0,2.0,1.0,5.0,6.0,None +401585097,Jabari Smith Jr.,4432639,PF,HOU,true,33.0,2-8,2.0,8.0,1-4,1.0,4.0,2-2,2.0,2.0,1.0,11.0,12.0,0.0,0.0,1.0,1.0,4.0,11.0,7.0,None +401585100,Josh Green,4432811,SG,DAL,true,27.0,3-5,3.0,5.0,0-2,0.0,2.0,2-2,2.0,2.0,0.0,4.0,4.0,1.0,2.0,0.0,0.0,4.0,22.0,8.0,None +401585103,Kyle Lowry,3012,PG,MIA,true,26.0,3-6,3.0,6.0,2-5,2.0,5.0,2-2,2.0,2.0,0.0,3.0,3.0,6.0,4.0,0.0,1.0,2.0,6.0,10.0,None +401585095,Clint Capela,3102529,C ,ATL,true,25.0,5-8,5.0,8.0,0-0,0.0,0.0,2-2,2.0,2.0,7.0,7.0,14.0,0.0,0.0,3.0,0.0,2.0,-9.0,12.0,None +401585094,Jalen Smith,4397189,PF,IND,true,19.0,5-8,5.0,8.0,1-4,1.0,4.0,2-2,2.0,2.0,2.0,5.0,7.0,3.0,0.0,0.0,1.0,2.0,23.0,13.0,None +401585095,Cason Wallace,4683692,G ,OKC,false,20.0,5-9,5.0,9.0,3-7,3.0,7.0,2-2,2.0,2.0,0.0,1.0,1.0,2.0,1.0,0.0,0.0,2.0,-16.0,15.0,None +401585094,Bennedict Mathurin,4683634,SG,IND,false,25.0,6-9,6.0,9.0,2-2,2.0,2.0,2-2,2.0,2.0,0.0,1.0,1.0,3.0,0.0,0.0,1.0,4.0,-3.0,16.0,None +401585096,Ayo Dosunmu,4397002,SG,CHI,false,31.0,2-12,2.0,12.0,1-6,1.0,6.0,2-2,2.0,2.0,0.0,4.0,4.0,4.0,0.0,2.0,0.0,1.0,-11.0,7.0,None +401585095,Saddiq Bey,4397136,SF,ATL,true,36.0,3-12,3.0,12.0,2-8,2.0,8.0,2-2,2.0,2.0,2.0,6.0,8.0,2.0,0.0,1.0,0.0,2.0,6.0,10.0,None +401585100,Tim Hardaway Jr.,2528210,SF,DAL,false,23.0,5-10,5.0,10.0,2-5,2.0,5.0,2-2,2.0,2.0,0.0,3.0,3.0,0.0,0.0,0.0,0.0,2.0,8.0,14.0,None +401585093,Georges Niang,2990969,SF,CLE,false,28.0,5-11,5.0,11.0,3-7,3.0,7.0,2-2,2.0,2.0,1.0,7.0,8.0,1.0,0.0,0.0,0.0,2.0,24.0,15.0,None +401585103,Max Christie,4432582,G ,LAL,false,28.0,5-12,5.0,12.0,2-9,2.0,9.0,2-2,2.0,2.0,1.0,4.0,5.0,0.0,0.0,0.0,2.0,2.0,-8.0,14.0,None +401585104,Jalen Suggs,4432165,SG,ORL,true,39.0,8-18,8.0,18.0,6-12,6.0,12.0,2-2,2.0,2.0,1.0,2.0,3.0,4.0,2.0,2.0,4.0,4.0,-13.0,24.0,None +401585098,Desmond Bane,4066320,SG,MEM,true,38.0,9-18,9.0,18.0,2-6,2.0,6.0,2-2,2.0,2.0,2.0,2.0,4.0,8.0,0.0,0.0,0.0,4.0,5.0,22.0,None +401585096,Coby White,4395651,PG,CHI,true,38.0,9-19,9.0,19.0,6-9,6.0,9.0,2-2,2.0,2.0,0.0,4.0,4.0,8.0,0.0,1.0,3.0,1.0,-23.0,26.0,None +401585102,Bojan Bogdanovic,3593,SF,DET,true,43.0,13-26,13.0,26.0,8-15,8.0,15.0,2-2,2.0,2.0,1.0,6.0,7.0,5.0,1.0,0.0,1.0,6.0,-5.0,36.0,None +401585094,Cameron Payne,3064230,PG,MIL,false,10.0,2-3,2.0,3.0,1-2,1.0,2.0,2-3,2.0,3.0,0.0,1.0,1.0,2.0,0.0,0.0,0.0,3.0,5.0,7.0,None +401585094,Buddy Hield,2990984,SG,IND,false,13.0,3-8,3.0,8.0,2-4,2.0,4.0,2-3,2.0,3.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,10.0,None +401585100,Toumani Camara,4431736,F ,POR,true,20.0,3-8,3.0,8.0,2-4,2.0,4.0,2-3,2.0,3.0,2.0,3.0,5.0,0.0,2.0,1.0,2.0,6.0,-11.0,10.0,None +401585096,Isaiah Hartenstein,4222252,C ,NY,true,37.0,4-6,4.0,6.0,0-0,0.0,0.0,2-3,2.0,3.0,7.0,13.0,20.0,1.0,0.0,5.0,2.0,2.0,32.0,10.0,None +401585098,Marcus Smart,2990992,PG,MEM,true,33.0,2-10,2.0,10.0,0-5,0.0,5.0,2-3,2.0,3.0,0.0,5.0,5.0,2.0,1.0,0.0,3.0,4.0,11.0,6.0,None +401585100,Jaden Hardy,4868423,G ,DAL,false,11.0,4-10,4.0,10.0,1-6,1.0,6.0,2-3,2.0,3.0,0.0,2.0,2.0,1.0,0.0,1.0,0.0,0.0,2.0,11.0,None +401585098,RJ Barrett,4395625,SG,TOR,true,33.0,5-12,5.0,12.0,2-5,2.0,5.0,2-3,2.0,3.0,0.0,7.0,7.0,3.0,1.0,0.0,3.0,3.0,-2.0,14.0,None +401585097,Mikal Bridges,3147657,SF,BKN,true,36.0,5-18,5.0,18.0,3-12,3.0,12.0,2-3,2.0,3.0,0.0,4.0,4.0,3.0,1.0,1.0,1.0,1.0,-19.0,15.0,None +401585094,Brook Lopez,3448,C ,MIL,true,28.0,6-11,6.0,11.0,2-4,2.0,4.0,2-3,2.0,3.0,3.0,2.0,5.0,1.0,0.0,0.0,2.0,3.0,-22.0,16.0,None +401585094,Myles Turner,3133628,C ,IND,true,30.0,6-9,6.0,9.0,1-4,1.0,4.0,2-4,2.0,4.0,0.0,7.0,7.0,2.0,0.0,2.0,2.0,4.0,15.0,15.0,None +401585100,Scoot Henderson,4683678,G ,POR,true,33.0,2-11,2.0,11.0,1-4,1.0,4.0,2-4,2.0,4.0,1.0,4.0,5.0,7.0,0.0,0.0,6.0,4.0,-28.0,7.0,None +401585095,Jalen Williams,4593803,F ,OKC,true,35.0,9-12,9.0,12.0,1-1,1.0,1.0,2-5,2.0,5.0,1.0,2.0,3.0,6.0,4.0,0.0,2.0,4.0,3.0,21.0,None +401585103,Kevin Love,3449,PF,MIA,false,28.0,4-7,4.0,7.0,0-1,0.0,1.0,2-6,2.0,6.0,3.0,11.0,14.0,3.0,1.0,1.0,0.0,3.0,11.0,10.0,None +401585102,Kelly Olynyk,2489663,PF,UTAH,false,20.0,3-5,3.0,5.0,0-1,0.0,1.0,3-3,3.0,3.0,2.0,3.0,5.0,4.0,1.0,0.0,2.0,3.0,0.0,9.0,None +401585101,Jusuf Nurkic,3102530,C ,PHX,true,25.0,3-5,3.0,5.0,0-1,0.0,1.0,3-3,3.0,3.0,1.0,5.0,6.0,1.0,1.0,0.0,1.0,3.0,-15.0,9.0,None +401585104,Caleb Houstan,4433623,G ,ORL,false,31.0,4-6,4.0,6.0,4-6,4.0,6.0,3-3,3.0,3.0,0.0,2.0,2.0,1.0,4.0,0.0,1.0,2.0,6.0,15.0,None +401585103,Christian Wood,3058254,F ,LAL,false,24.0,5-10,5.0,10.0,0-2,0.0,2.0,3-3,3.0,3.0,4.0,4.0,8.0,3.0,0.0,1.0,2.0,1.0,1.0,13.0,None +401585100,Shaedon Sharpe,4914336,SG,POR,false,22.0,6-12,6.0,12.0,1-5,1.0,5.0,3-3,3.0,3.0,1.0,3.0,4.0,0.0,0.0,0.0,0.0,3.0,-12.0,16.0,None +401585103,Tyler Herro,4395725,PG,MIA,true,28.0,7-19,7.0,19.0,4-8,4.0,8.0,3-3,3.0,3.0,0.0,6.0,6.0,4.0,3.0,0.0,2.0,3.0,5.0,21.0,None +401585094,Jarace Walker,5106060,F ,IND,false,2.0,0-0,0.0,0.0,0-0,0.0,0.0,3-4,3.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-5.0,3.0,None +401585100,Olivier-Maxence Prosper,4595400,F ,DAL,false,8.0,1-3,1.0,3.0,0-0,0.0,0.0,3-4,3.0,4.0,2.0,2.0,4.0,1.0,0.0,1.0,0.0,1.0,-3.0,5.0,None +401585098,Jakob Poeltl,3134908,C ,TOR,true,33.0,2-7,2.0,7.0,0-0,0.0,0.0,3-4,3.0,4.0,3.0,5.0,8.0,2.0,1.0,5.0,1.0,3.0,-9.0,7.0,None +401585097,Trendon Watford,4431675,PF,BKN,false,20.0,3-6,3.0,6.0,2-2,2.0,2.0,3-4,3.0,4.0,4.0,3.0,7.0,1.0,2.0,0.0,0.0,1.0,9.0,11.0,None +401585101,Eric Gordon,3431,SG,PHX,false,28.0,5-11,5.0,11.0,3-6,3.0,6.0,3-4,3.0,4.0,1.0,4.0,5.0,1.0,0.0,0.0,1.0,1.0,3.0,16.0,None +401585094,Obi Toppin,4278355,PF,IND,false,27.0,5-12,5.0,12.0,2-6,2.0,6.0,3-4,3.0,4.0,3.0,5.0,8.0,4.0,1.0,0.0,0.0,3.0,-6.0,15.0,None +401585098,Dennis Schroder,3032979,PG,TOR,false,29.0,6-11,6.0,11.0,1-3,1.0,3.0,3-4,3.0,4.0,0.0,7.0,7.0,5.0,0.0,0.0,0.0,0.0,5.0,16.0,None +401585104,De'Aaron Fox,4066259,PG,SAC,true,44.0,6-22,6.0,22.0,0-5,0.0,5.0,3-4,3.0,4.0,3.0,1.0,4.0,7.0,1.0,0.0,3.0,1.0,-1.0,15.0,None +401585093,Jarrett Allen,4066328,C ,CLE,true,29.0,7-10,7.0,10.0,0-0,0.0,0.0,3-4,3.0,4.0,7.0,12.0,19.0,7.0,0.0,2.0,1.0,0.0,27.0,17.0,None +401585097,Spencer Dinwiddie,2580782,PG,BKN,true,28.0,3-5,3.0,5.0,2-3,2.0,3.0,3-5,3.0,5.0,0.0,1.0,1.0,5.0,2.0,0.0,1.0,1.0,-16.0,11.0,None +401585104,Harrison Barnes,6578,SF,SAC,true,36.0,5-9,5.0,9.0,4-6,4.0,6.0,3-5,3.0,5.0,1.0,2.0,3.0,1.0,1.0,0.0,0.0,4.0,1.0,17.0,None +401585100,Dwight Powell,2531367,C ,DAL,false,13.0,1-1,1.0,1.0,0-0,0.0,0.0,3-6,3.0,6.0,1.0,2.0,3.0,2.0,0.0,0.0,1.0,2.0,6.0,5.0,None +401585097,Day'Ron Sharpe,4432194,C ,BKN,false,20.0,4-7,4.0,7.0,0-0,0.0,0.0,3-6,3.0,6.0,4.0,8.0,12.0,1.0,1.0,1.0,1.0,5.0,-5.0,11.0,None +401585096,Andre Drummond,6585,C ,CHI,true,30.0,5-12,5.0,12.0,0-0,0.0,0.0,3-6,3.0,6.0,8.0,8.0,16.0,0.0,2.0,1.0,1.0,3.0,-15.0,13.0,None +401585097,Amen Thompson,4684740,F ,HOU,false,20.0,3-7,3.0,7.0,1-3,1.0,3.0,3-7,3.0,7.0,0.0,6.0,6.0,1.0,0.0,0.0,1.0,1.0,0.0,10.0,None +401585097,Cam Thomas,4432174,SG,BKN,false,17.0,0-7,0.0,7.0,0-2,0.0,2.0,4-4,4.0,4.0,0.0,0.0,0.0,5.0,1.0,0.0,1.0,1.0,-10.0,4.0,None +401585100,Anfernee Simons,4351851,SG,POR,true,27.0,5-16,5.0,16.0,1-7,1.0,7.0,4-4,4.0,4.0,1.0,4.0,5.0,3.0,0.0,0.0,2.0,1.0,-31.0,15.0,None +401585101,James Harden,3992,SG,LAC,true,36.0,7-13,7.0,13.0,4-7,4.0,7.0,4-4,4.0,4.0,0.0,5.0,5.0,11.0,0.0,1.0,4.0,2.0,0.0,22.0,None +401585098,Scottie Barnes,4433134,SF,TOR,true,40.0,7-14,7.0,14.0,2-5,2.0,5.0,4-4,4.0,4.0,0.0,2.0,2.0,8.0,1.0,0.0,1.0,2.0,2.0,20.0,None +401585095,Bogdan Bogdanovic,3037789,SG,ATL,false,28.0,7-16,7.0,16.0,5-11,5.0,11.0,4-4,4.0,4.0,0.0,1.0,1.0,4.0,1.0,0.0,0.0,2.0,11.0,23.0,None +401585099,CJ McCollum,2490149,SG,NO,true,30.0,8-16,8.0,16.0,4-6,4.0,6.0,4-4,4.0,4.0,0.0,3.0,3.0,5.0,0.0,1.0,2.0,2.0,12.0,24.0,None +401585095,Dejounte Murray,3907497,SG,ATL,true,35.0,8-18,8.0,18.0,2-5,2.0,5.0,4-4,4.0,4.0,2.0,4.0,6.0,6.0,0.0,0.0,3.0,2.0,4.0,22.0,None +401585095,Jalen Johnson,4701230,SF,ATL,true,29.0,11-18,11.0,18.0,2-4,2.0,4.0,4-4,4.0,4.0,1.0,6.0,7.0,3.0,4.0,0.0,1.0,5.0,-1.0,28.0,None +401585099,Brandon Ingram,3913176,SF,NO,true,32.0,7-11,7.0,11.0,1-3,1.0,3.0,4-5,4.0,5.0,0.0,4.0,4.0,7.0,2.0,0.0,3.0,3.0,13.0,19.0,None +401585102,Alec Burks,6429,SG,DET,false,34.0,9-17,9.0,17.0,5-9,5.0,9.0,4-5,4.0,5.0,0.0,4.0,4.0,1.0,0.0,0.0,2.0,4.0,-12.0,27.0,None +401585102,Cade Cunningham,4432166,PG,DET,true,40.0,12-21,12.0,21.0,3-7,3.0,7.0,4-5,4.0,5.0,0.0,5.0,5.0,13.0,1.0,0.0,6.0,5.0,-13.0,31.0,None +401585093,Corey Kispert,4280151,SF,WSH,false,20.0,4-9,4.0,9.0,0-5,0.0,5.0,4-6,4.0,6.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,-21.0,12.0,None +401585095,Onyeka Okongwu,4431680,PF,ATL,false,22.0,3-4,3.0,4.0,0-0,0.0,0.0,5-5,5.0,5.0,3.0,4.0,7.0,0.0,1.0,0.0,0.0,2.0,14.0,11.0,None +401585102,Jalen Duren,4433621,C ,DET,true,36.0,6-7,6.0,7.0,0-0,0.0,0.0,5-5,5.0,5.0,4.0,6.0,10.0,3.0,0.0,1.0,2.0,0.0,-14.0,17.0,None +401585096,DeMar DeRozan,3978,SF,CHI,true,39.0,10-13,10.0,13.0,3-4,3.0,4.0,5-5,5.0,5.0,0.0,3.0,3.0,4.0,1.0,1.0,0.0,1.0,-25.0,28.0,None +401585094,Bruce Brown,4065670,SF,IND,true,28.0,5-7,5.0,7.0,0-1,0.0,1.0,5-6,5.0,6.0,0.0,5.0,5.0,2.0,0.0,0.0,4.0,6.0,4.0,15.0,None +401585103,Bam Adebayo,4066261,C ,MIA,true,38.0,5-14,5.0,14.0,0-1,0.0,1.0,5-6,5.0,6.0,3.0,4.0,7.0,5.0,3.0,0.0,2.0,4.0,12.0,15.0,None +401585098,Immanuel Quickley,4395724,SG,TOR,true,33.0,8-18,8.0,18.0,5-8,5.0,8.0,5-6,5.0,6.0,0.0,3.0,3.0,5.0,0.0,1.0,1.0,3.0,9.0,26.0,None +401585098,Pascal Siakam,3149673,PF,TOR,true,30.0,9-14,9.0,14.0,1-2,1.0,2.0,5-6,5.0,6.0,1.0,6.0,7.0,0.0,1.0,0.0,3.0,5.0,-1.0,24.0,None +401585098,Ja Morant,4279888,PG,MEM,true,35.0,10-18,10.0,18.0,3-6,3.0,6.0,5-6,5.0,6.0,1.0,7.0,8.0,9.0,1.0,0.0,2.0,1.0,-7.0,28.0,None +401585100,Kyrie Irving,6442,PG,DAL,true,29.0,10-19,10.0,19.0,4-8,4.0,8.0,5-6,5.0,6.0,1.0,8.0,9.0,5.0,2.0,0.0,1.0,0.0,20.0,29.0,None +401585099,Zion Williamson,4395628,PF,NO,true,29.0,11-15,11.0,15.0,0-0,0.0,0.0,5-6,5.0,6.0,1.0,3.0,4.0,6.0,1.0,1.0,2.0,3.0,20.0,27.0,None +401585095,Luguentz Dort,4397020,G ,OKC,true,29.0,3-7,3.0,7.0,2-3,2.0,3.0,6-6,6.0,6.0,3.0,1.0,4.0,3.0,0.0,0.0,0.0,4.0,11.0,14.0,None +401585093,Donovan Mitchell,3908809,SG,CLE,true,24.0,6-16,6.0,16.0,4-9,4.0,9.0,6-6,6.0,6.0,1.0,2.0,3.0,4.0,2.0,2.0,2.0,0.0,18.0,22.0,None +401585098,Jaren Jackson Jr.,4277961,PF,MEM,true,37.0,7-18,7.0,18.0,4-8,4.0,8.0,6-6,6.0,6.0,1.0,3.0,4.0,0.0,1.0,4.0,3.0,1.0,5.0,24.0,None +401585094,Tyrese Haliburton,4396993,PG,IND,true,34.0,10-20,10.0,20.0,5-11,5.0,11.0,6-6,6.0,6.0,0.0,2.0,2.0,12.0,1.0,3.0,0.0,1.0,21.0,31.0,None +401585099,Karl-Anthony Towns,3136195,C ,MIN,true,36.0,8-19,8.0,19.0,0-4,0.0,4.0,6-7,6.0,7.0,2.0,4.0,6.0,2.0,0.0,0.0,1.0,2.0,-18.0,22.0,None +401585096,Julius Randle,3064514,PF,NY,true,39.0,13-23,13.0,23.0,3-7,3.0,7.0,6-7,6.0,7.0,0.0,6.0,6.0,4.0,2.0,1.0,3.0,3.0,13.0,35.0,None +401585104,Malik Monk,4066262,SG,SAC,false,46.0,12-20,12.0,20.0,7-13,7.0,13.0,6-8,6.0,8.0,0.0,3.0,3.0,9.0,2.0,1.0,3.0,5.0,14.0,37.0,None +401585104,Domantas Sabonis,3155942,PF,SAC,true,46.0,8-14,8.0,14.0,0-0,0.0,0.0,6-9,6.0,9.0,6.0,17.0,23.0,12.0,2.0,1.0,6.0,2.0,10.0,22.0,None +401585101,Bradley Beal,6580,SG,PHX,true,41.0,7-20,7.0,20.0,0-6,0.0,6.0,7-7,7.0,7.0,2.0,3.0,5.0,4.0,2.0,1.0,3.0,5.0,-7.0,21.0,None +401585102,Lauri Markkanen,4066336,PF,UTAH,true,38.0,10-18,10.0,18.0,4-8,4.0,8.0,7-8,7.0,8.0,2.0,5.0,7.0,0.0,0.0,1.0,1.0,1.0,12.0,31.0,None +401585101,Kawhi Leonard,6450,SF,LAC,true,40.0,9-16,9.0,16.0,4-6,4.0,6.0,8-8,8.0,8.0,2.0,6.0,8.0,3.0,2.0,2.0,2.0,1.0,11.0,30.0,None +401585103,Austin Reaves,4066457,SG,LAL,true,37.0,7-12,7.0,12.0,2-6,2.0,6.0,8-9,8.0,9.0,0.0,5.0,5.0,8.0,0.0,0.0,3.0,2.0,-2.0,24.0,None +401585101,Devin Booker,3136193,SG,PHX,true,37.0,11-15,11.0,15.0,5-8,5.0,8.0,8-9,8.0,9.0,0.0,2.0,2.0,6.0,0.0,0.0,6.0,4.0,-12.0,35.0,None +401585097,Alperen Sengun,4871144,C ,HOU,true,34.0,11-17,11.0,17.0,0-2,0.0,2.0,8-10,8.0,10.0,4.0,4.0,8.0,4.0,3.0,1.0,2.0,1.0,17.0,30.0,None +401585094,Damian Lillard,6606,PG,MIL,true,36.0,6-18,6.0,18.0,2-8,2.0,8.0,9-10,9.0,10.0,1.0,1.0,2.0,5.0,3.0,0.0,2.0,3.0,-22.0,23.0,None +401585103,Anthony Davis,6583,PF,LAL,true,43.0,10-17,10.0,17.0,0-1,0.0,1.0,9-10,9.0,10.0,3.0,14.0,17.0,6.0,3.0,5.0,5.0,2.0,-13.0,29.0,None +401585099,Anthony Edwards,4594268,SG,MIN,true,37.0,11-22,11.0,22.0,4-7,4.0,7.0,9-10,9.0,10.0,2.0,2.0,4.0,5.0,1.0,1.0,6.0,1.0,-15.0,35.0,None +401585095,Shai Gilgeous-Alexander,4278073,PG,OKC,true,35.0,11-24,11.0,24.0,2-3,2.0,3.0,9-11,9.0,11.0,1.0,12.0,13.0,8.0,0.0,0.0,2.0,2.0,2.0,33.0,None +401585094,Giannis Antetokounmpo,3032977,PF,MIL,true,36.0,8-13,8.0,13.0,1-2,1.0,2.0,9-13,9.0,13.0,0.0,11.0,11.0,8.0,3.0,1.0,3.0,2.0,-12.0,26.0,None +401585102,Collin Sexton,4277811,PG,UTAH,true,30.0,7-14,7.0,14.0,1-2,1.0,2.0,10-10,10.0,10.0,1.0,1.0,2.0,5.0,1.0,0.0,0.0,5.0,2.0,25.0,None +401585095,Trae Young,4277905,PG,ATL,true,34.0,6-13,6.0,13.0,2-9,2.0,9.0,10-11,10.0,11.0,0.0,4.0,4.0,11.0,2.0,0.0,6.0,2.0,-9.0,24.0,None +401585102,Jordan Clarkson,2528426,PG,UTAH,false,38.0,11-20,11.0,20.0,4-5,4.0,5.0,10-11,10.0,11.0,1.0,5.0,6.0,3.0,1.0,0.0,5.0,1.0,5.0,36.0,None +401585100,Luka Doncic,3945274,PG,DAL,true,31.0,13-21,13.0,21.0,4-7,4.0,7.0,11-14,11.0,14.0,0.0,6.0,6.0,5.0,1.0,0.0,4.0,1.0,23.0,41.0,None +401585104,Paolo Banchero,4432573,PF,ORL,true,45.0,13-25,13.0,25.0,6-9,6.0,9.0,11-14,11.0,14.0,1.0,3.0,4.0,5.0,0.0,0.0,8.0,4.0,-2.0,43.0,None +401585101,Paul George,4251,F ,LAC,true,37.0,8-14,8.0,14.0,5-10,5.0,10.0,12-14,12.0,14.0,2.0,5.0,7.0,3.0,2.0,0.0,1.0,3.0,12.0,33.0,None \ No newline at end of file diff --git a/examples/fast-api-server/dummy-data/team_boxscores.csv b/examples/fast-api-server/dummy-data/team_boxscores.csv new file mode 100644 index 0000000..59da105 --- /dev/null +++ b/examples/fast-api-server/dummy-data/team_boxscores.csv @@ -0,0 +1,25 @@ +game_id,team_abbr,pts,fg,fgm,fga,fg_pct,fg3,fg3m,fg3a,fg3_pct,ft,ftm,fta,ft_pct,oreb,dreb,reb,ast,stl,blk,tov,pts_off_tov,fst_brk_pts,pts_in_pnt,pf,tech_fl,flag_fl,opp_team_abbr,pts_opp,fg_opp,fgm_opp,fga_opp,fg_pct_opp,fg3_opp,fg3m_opp,fg3a_opp,fg3_pct_opp,ft_opp,ftm_opp,fta_opp,ft_pct_opp,oreb_opp,dreb_opp,reb_opp,ast_opp,stl_opp,blk_opp,tov_opp,pts_off_tov_opp,fst_brk_pts_opp,pts_in_pnt_opp,pf_opp,tech_fl_opp,flag_fl_opp,poss,poss_opp,ortg,drtg,net_rtg 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+401585098,TOR,116,41-85,41,85,48.2,12-26,12,26,46.2,22-27,22,27,81.5,7,39,46,25,5,6,12,11.0,23.0,44.0,20,0.0,0.0,MEM,111,40-94,40,94,42.6,15-42,15,42,35.7,16-19,16,19,84.2,9,34,43,25,7,5,10,6.0,13.0,44.0,19,0.0,1.0,99.014052532833,99.4366544117647,117.15508761903718,112.10529935959592,5.0497882594412573 +401585100,DAL,126,42-84,42,84,50.0,13-30,13,30,43.3,29-41,29,41,70.7,7,36,43,25,12,7,12,7.0,28.0,52.0,18,2.0,0.0,POR,97,34-87,34,87,39.1,13-40,13,40,32.5,16-22,16,22,72.7,10,36,46,23,4,3,22,27.0,14.0,36.0,34,0.0,1.0,103.56570413436692,104.56670289855073,121.6618967187503,93.660349061260149,28.00154765749015 +401585102,UTAH,154,53-103,53,103,51.5,16-32,16,32,50.0,32-35,32,35,91.4,15,28,43,28,11,8,12,18.0,16.0,68.0,22,2.0,0.0,DET,148,56-105,56,105,53.3,19-41,19,41,46.3,17-22,17,22,77.3,16,32,48,33,5,3,17,32.0,20.0,62.0,27,1.0,0.0,106.38276595744681,107.82821022727273,144.76028952057905,139.12027824055647,5.64001128002256 +401585103,MIA,110,41-93,41,93,44.1,16-42,16,42,38.1,12-17,12,17,70.6,7,32,39,30,14,3,10,6.0,20.0,42.0,23,0.0,0.0,LAL,96,35-83,35,83,42.2,4-30,4,30,13.3,22-24,22,24,91.7,9,41,50,29,3,6,22,22.0,15.0,60.0,14,0.0,0.0,100.92041666666667,101.81317073170732,108.99677551205777,95.124458628704957,13.872316883352807 +401585095,ATL,141,48-95,48,95,50.5,14-39,14,39,35.9,31-33,31,33,93.9,15,34,49,30,8,5,13,16.0,23.0,52.0,21,1.0,0.0,OKC,138,50-91,50,91,54.9,18-36,18,36,50.0,20-26,20,26,76.9,9,28,37,30,10,1,13,15.0,29.0,62.0,23,1.0,0.0,103.22216484268127,99.738417774086386,136.59856893613414,133.69221640557811,2.9063525305560458 +401585101,LAC,131,42-76,42,76,55.3,18-34,18,34,52.9,29-32,29,32,90.6,10,26,36,25,9,5,14,16.0,10.0,44.0,18,4.0,0.0,PHX,122,42-79,42,79,53.2,15-35,15,35,42.9,23-26,23,26,88.5,10,22,32,23,9,2,17,26.0,8.0,46.0,23,2.0,0.0,91.30216346153847,90.833207070707061,143.47962308164193,133.62224439664362,9.8573786849983 +401585097,HOU,112,37-76,37,76,48.7,19-39,19,39,48.7,19-27,19,27,70.4,5,43,48,27,5,4,16,17.0,16.0,28.0,19,1.0,0.0,BKN,101,36-93,36,93,38.7,13-44,13,44,29.5,16-26,16,26,61.5,15,35,50,25,11,6,10,16.0,11.0,46.0,19,0.0,0.0,94.854084302325589,97.232647783251224,118.07609637875555,106.47933691298492,11.596759465770635 +401585097,BKN,101,36-93,36,93,38.7,13-44,13,44,29.5,16-26,16,26,61.5,15,35,50,25,11,6,10,16.0,11.0,46.0,19,0.0,0.0,HOU,112,37-76,37,76,48.7,19-39,19,39,48.7,19-27,19,27,70.4,5,43,48,27,5,4,16,17.0,16.0,28.0,19,1.0,0.0,97.232647783251224,94.854084302325589,103.87457536397329,115.18764792836643,-11.313072564393131 +401585099,NO,117,45-81,45,81,55.6,12-26,12,26,46.2,15-17,15,17,88.2,9,32,41,30,7,5,14,13.0,11.0,48.0,24,2.0,0.0,MIN,106,37-82,37,82,45.1,10-31,10,31,32.3,22-27,22,27,81.5,8,20,28,26,7,6,13,16.0,12.0,50.0,13,1.0,0.0,91.804008620689643,90.318,127.44541524696777,115.46336765964601,11.982047587321755 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a/examples/fast-api-server/fast_api_server/main.py b/examples/fast-api-server/fast_api_server/main.py index 885dc18..6e5c0d0 100644 --- a/examples/fast-api-server/fast_api_server/main.py +++ b/examples/fast-api-server/fast_api_server/main.py @@ -38,8 +38,8 @@ hooli_assistant = Assistant( - libraries=["piedpiper", custom_python_lib, openapi_lib], - scope_description="""Only answer questions about Hooli company related matters. + libraries=["nba", custom_python_lib, openapi_lib], + scope_description="""Only answer questions about NBA related matters. You're also allowed to answer questions that refer to anything in the current chat history.""", # noqa: E501 entity_embedding_model=entity_embedding_model, ) diff --git a/examples/fast-api-server/library/nba/game_recap.yaml b/examples/fast-api-server/library/nba/game_recap.yaml new file mode 100644 index 0000000..4888bd0 --- /dev/null +++ b/examples/fast-api-server/library/nba/game_recap.yaml @@ -0,0 +1,122 @@ +display_name: Recap NBA game +description: | + Recap the NBA game (i.e. "Recap the Knicks game") +sample_questions: + - Recap the NBA game +parameters: + json_schema: + type: object + properties: + team: + type: string + format: STRING + description: NBA team name + required: + - team +type: DuckDBQueryFunction +dataset: 'dummy-data/' +sqls: + - | + SELECT date,home_team,away_team,home_team_abbr,away_team_abbr,home_team_winner,away_team_winner,home_team_score,away_team_score,venue,location,home_team_overall_record,away_team_overall_record, + CASE WHEN status_detail like '%3OT%' THEN '3OT' WHEN status_detail like '%2OT%' THEN '2OT' WHEN status_detail like '%OT%' THEN 'OT' ELSE NULL end as overtime_status + FROM "game_summaries.csv" + WHERE ( + lower(home_team) like CONCAT('%',lower(:team),'%') or + lower(away_team) like CONCAT('%',lower(:team),'%') or + lower(home_team_abbr) like CONCAT('%',lower(:team),'%') or + lower(away_team_abbr) like CONCAT('%',lower(:team),'%') + ) + - | + SELECT team_abbr,pts,fg_pct,fg3m,fg3_pct,ftm,ft_pct,oreb,dreb,reb,ast,stl,blk,tov,pts_off_tov,fst_brk_pts,pts_in_pnt,pf + FROM "team_boxscores.csv" + WHERE game_id in ( + SELECT game_id + FROM "game_summaries.csv" + WHERE ( + lower(home_team) like CONCAT('%',lower(:team),'%') or + lower(away_team) like CONCAT('%',lower(:team),'%') or + lower(home_team_abbr) like CONCAT('%',lower(:team),'%') or + lower(away_team_abbr) like CONCAT('%',lower(:team),'%') + ) + ) + ORDER BY team_abbr + - | + WITH ranked_players AS ( + SELECT + player_name, + position, + team_abbr, + starter_flg, + mp, + fg, + fg3, + ft, + oreb, + dreb, + reb, + ast, + stl, + blk, + tov, + pf, + plus_minus, + pts, + ROW_NUMBER() OVER ( + PARTITION BY team_abbr + ORDER BY + CAST(pts AS FLOAT) + 0.4 * CAST(SPLIT_PART(fg, '-', 1) AS FLOAT) + 0.7 * CAST(oreb AS FLOAT) + + 0.3 * CAST(dreb AS FLOAT) + CAST(stl AS FLOAT) + 0.7 * CAST(ast AS FLOAT) + 0.7 * CAST(blk AS FLOAT) - + 0.7 * CAST(SPLIT_PART(fg, '-', 2) AS FLOAT) - 0.4 * (CAST(SPLIT_PART(ft, '-', 2) AS FLOAT) - CAST(SPLIT_PART(ft, '-', 1) AS FLOAT)) - + 0.4 * CAST(pf AS FLOAT) - CAST(tov AS FLOAT) DESC + ) AS rn + FROM "player_boxscores.csv" + WHERE game_id IN ( + SELECT game_id + FROM "game_summaries.csv" + WHERE ( + lower(home_team) like CONCAT('%',lower(:team),'%') or + lower(away_team) like CONCAT('%',lower(:team),'%') or + lower(home_team_abbr) like CONCAT('%',lower(:team),'%') or + lower(away_team_abbr) like CONCAT('%',lower(:team),'%') + ) + ) + ) + SELECT + player_name, + position, + team_abbr, + starter_flg, + mp, + fg, + fg3, + ft, + oreb, + dreb, + reb, + ast, + stl, + blk, + tov, + pf, + plus_minus, + pts + FROM ranked_players + WHERE rn <= 3 + ORDER BY rn + LIMIT 4; + +visualizations: [] +summarization: | + Please provide a succinct yet engaging recap of the latest NBA game, strictly adhering to the provided format and utilizing the available high-level box score stats. The recap should be informative yet conversational, focusing on the statistics to explain the game's outcome: + + INTRODUCTION: Introduce the teams, the game date, the final score, if the game went into overtime, the winner, the game location, the top scorer from the winning team, and the teams' updated records + + MATCHUP BREAKDOWN: Use team stats to succinctly explain why the winning team prevailed. Avoid over-elaboration, but provide enough detail to give a clear understanding of how the game was won, highlighting critical statistical advantages for the winning team. Avoid overstating areas where the winning team was not statistically superior, unless to say that they overcame that category. + + KEY PLAYERS: Identify the standout players from each team, using their box score stats. Briefly describe how their performance was instrumental to their team's efforts in the game. Focus on weaving the players' stats into the narrative without lengthy elaboration. + + CONCLUSION: Summarize the game with a focus on the statistical strengths that led to the winning team's victory. The conclusion should be brief, tying together the key points from the game. + + The aim is to balance between a dry listing of statistics and an overly narrative approach. Use the stats to support concise explanations of the game's dynamics and outcomes. Be particularly careful that the statistics are accurately presented and associate players correctly with their teams. + + Note: Be VERY careful not to misrepresent statistics. If team had a lower 3 point percentage or fewer 3 pointers made, that means they DID NOT have the edge in three-point shooting. This statement is WRONG: "However, the Kings had the edge in three-point shooting, making 15 three-pointers compared to the Magic's 25. The Kings had a three-point percentage of 37.5%, while the Magic had an impressive 56.8% from beyond the arc." diff --git a/examples/next/src/app/page.tsx b/examples/next/src/app/page.tsx index 91d2e8c..f522eb8 100644 --- a/examples/next/src/app/page.tsx +++ b/examples/next/src/app/page.tsx @@ -8,24 +8,25 @@ export default function Home() {
Promise.resolve('token')} >