nba_apiを使いNBAデータを取得する

NBAデータ取得

NBAデータを分析する場合には、まず最初にデータ取得が必要です。

Kaggleなどのデータサイトから検索してもいいし、データサイトからスクレイピングしてる方もいると思います。

そしてPythonのライブラリからもNBAデータを提供してるものがあるので、それを使ってみたいと思います。

nba_apiです。

使用するには

pip install nba_api

でライブラリをインストールします。

nba_apiライブラリ

nba_apiには、沢山のメソッドがあり、かなり詳しいデータが手に入りますが、反面、どこに何のデータが入ってるか使い方に迷います。

https://github.com/swar/nba_api/tree/masterのサイトにexampleなどもありますが少ししかありません。

https://github.com/swar/nba_api/tree/master/docs/nba_api/stats/endpointsから、メソッド名で当たりをつけ、どれが探してるデータか一つ一つ読んで見つけましょう。

今回は、レギュラーシーズンデータを取得してみたいと思います。

PlayerGameLogsが良さそうなので、それを使います。

#! /usr/bin/env python

import numpy as np
import pandas as pd
from nba_api.stats.endpoints import playergamelogs

season_df = playergamelogs.PlayerGameLogs(
    season_nullable = '2024-25',
).player_game_logs.get_data_frame()

print(season_df.head(50))
  
  

引数 season_nullable に取得したいシーズン '2024-25' を入れます。

player_game_logs.get_data_frame()でデータフレーム形式で取得出来ます。

	SEASON_YEAR	PLAYER_ID	PLAYER_NAME	NICKNAME	TEAM_ID	TEAM_ABBREVIATION	TEAM_NAME	GAME_ID	GAME_DATE	MATCHUP	WL	MIN	FGM	FGA	FG_PCT	FG3M	FG3A	FG3_PCT	FTM	FTA	FT_PCT	OREB	DREB	REB	AST	TOV	STL	BLK	BLKA	PF	PFD	PTS	PLUS_MINUS	NBA_FANTASY_PTS	DD2	TD3	WNBA_FANTASY_PTS	GP_RANK	W_RANK	L_RANK	W_PCT_RANK	MIN_RANK	FGM_RANK	FGA_RANK	FG_PCT_RANK	FG3M_RANK	FG3A_RANK	FG3_PCT_RANK	FTM_RANK	FTA_RANK	FT_PCT_RANK	OREB_RANK	DREB_RANK	REB_RANK	AST_RANK	TOV_RANK	STL_RANK	BLK_RANK	BLKA_RANK	PF_RANK	PFD_RANK	PTS_RANK	PLUS_MINUS_RANK	NBA_FANTASY_PTS_RANK	DD2_RANK	TD3_RANK	WNBA_FANTASY_PTS_RANK	AVAILABLE_FLAG	MIN_SEC
0	2024-25	1630567	Scottie Barnes	Scottie	1610612761	TOR	Toronto Raptors	0022401197	2025-04-13T00:00:00	TOR @ SAS	L	36.566667	15	23	0.652	2	2	1.000	3	4	0.750	3	8	11	8	4	0	0	0	0	2	35	-9	56.2	1	0	56.0	1	13222	13222	13222	2294	82	455	4556	4949	14411	1	4159	3754	8186	1615	1271	1106	963	877	12854	8263	1	1	6956	314	20535	563	1	150	408	1	36:34
1	2024-25	1629611	Terance Mann	Terance	1610612737	ATL	Atlanta Hawks	0022401186	2025-04-13T00:00:00	ATL vs. ORL	W	29.683333	9	14	0.643	0	2	0.000	1	2	0.500	2	1	3	4	1	0	0	0	0	1	19	2	27.6	0	0	26.0	1	1	1	1	8057	1688	4240	4607	15070	14411	15070	10215	7446	10625	3306	17569	12778	4780	8789	12854	8263	1	1	11254	4202	10285	8436	2246	150	8552	1	29:41
2	2024-25	1629659	Talen Horton-Tucker	Talen	1610612741	CHI	Chicago Bulls	0022401191	2025-04-13T00:00:00	CHI @ PHI	W	28.533333	6	9	0.667	0	2	0.000	5	7	0.714	0	3	3	6	1	2	0	1	0	4	17	20	34.6	0	0	30.0	1	1	1	1	9085	5250	9700	3281	15070	14411	15070	1817	1377	9244	14058	9417	12778	2199	8789	1671	8263	17462	1	2493	5360	1243	5047	2246	150	6431	1	28:32
3	2024-25	1626192	Pat Connaughton	Pat	1610612749	MIL	Milwaukee Bucks	0022401192	2025-04-13T00:00:00	MIL vs. DET	W	43.566667	16	29	0.552	5	12	0.417	6	9	0.667	1	10	11	5	2	2	0	1	2	7	43	7	67.7	1	0	68.0	1	1	1	1	112	43	56	7652	492	299	7826	1180	643	9425	6876	483	1106	3273	4442	1671	8263	17462	12976	426	54	6330	111	1	150	64	1	43:34
4	2024-25	1630162	Anthony Edwards	Anthony	1610612750	MIN	Minnesota Timberwolves	0022401195	2025-04-13T00:00:00	MIN vs. UTA	W	40.250000	15	31	0.484	7	18	0.389	6	7	0.857	0	6	6	5	2	3	1	1	1	5	43	20	67.7	0	0	69.0	1	1	1	1	503	82	30	11951	76	10	8765	1180	1377	7071	14058	2943	5362	3273	4442	473	2537	17462	6051	1447	54	1243	111	2246	150	54	1	40:15
5	2024-25	1630198	Isaiah Joe	Isaiah	1610612760	OKC	Oklahoma City Thunder	0022401196	2025-04-13T00:00:00	OKC @ NOP	W	34.806667	5	15	0.333	2	11	0.182	5	5	1.000	3	3	6	1	0	2	0	1	3	3	17	12	31.7	0	0	30.0	1	1	1	1	3609	7242	3491	17395	4949	499	14207	1817	2872	1	1615	9417	5362	14293	16469	1671	8263	17462	18916	4218	5360	3654	6320	2246	150	6431	1	34:48
6	2024-25	203497	Rudy Gobert	Rudy	1610612750	MIN	Minnesota Timberwolves	0022401195	2025-04-13T00:00:00	MIN vs. UTA	W	38.466667	8	16	0.500	0	0	0.000	3	5	0.600	8	10	18	0	0	1	4	1	2	4	19	6	55.6	1	0	47.0	1	1	1	1	1124	2561	2836	8526	15070	20945	15070	4159	2872	10343	40	483	65	19908	16469	5026	85	17462	12976	2493	4202	7002	611	1	150	1314	1	38:28
7	2024-25	201935	James Harden	James	1610612746	LAC	LA Clippers	0022401198	2025-04-13T00:00:00	LAC @ GSW	W	48.400000	13	23	0.565	5	8	0.625	8	9	0.889	1	6	7	10	6	2	2	0	3	8	39	5	68.4	1	0	69.0	1	1	1	1	12	245	455	7102	492	2050	2868	481	643	6857	6876	2943	3946	386	150	1671	808	1	18916	220	140	7737	102	1	150	54	1	48:24
8	2024-25	1631250	Pete Nance	Pete	1610612749	MIL	Milwaukee Bucks	0022401192	2025-04-13T00:00:00	MIL vs. DET	W	43.233333	7	12	0.583	5	9	0.556	0	0	0.000	1	5	6	5	4	0	2	0	5	0	19	6	35.7	0	0	39.0	1	1	1	1	135	3730	5979	6296	492	1295	3747	13505	14344	13505	6876	4392	5362	3273	877	12854	808	1	25158	17725	4202	7002	4618	2246	150	2984	1	43:14
9	2024-25	202684	Tristan Thompson	Tristan	1610612739	CLE	Cleveland Cavaliers	0022401189	2025-04-13T00:00:00	CLE vs. IND	L	42.695000	1	4	0.250	0	0	0.000	1	6	0.167	2	18	20	1	3	1	2	0	3	4	3	-25	34.5	0	0	30.0	1	13222	13222	13222	182	19033	18231	20233	15070	20945	15070	10215	1898	13500	3306	5	21	14293	2037	5026	808	1	18916	2493	19913	25842	5099	2246	150	6431	1	42:42
10	2024-25	1631170	Jaime Jaquez Jr.	Jaime	1610612748	MIA	Miami Heat	0022401190	2025-04-13T00:00:00	MIA vs. WAS	L	40.533333	17	25	0.680	2	6	0.333	5	7	0.714	1	9	10	7	3	0	0	0	2	5	41	-4	60.5	1	0	60.0	1	13222	13222	13222	448	22	226	3276	4949	4502	9209	1817	1377	9244	6876	796	1549	1463	2037	12854	8263	1	12976	1447	86	16449	311	1	150	236	1	40:32
11	2024-25	203932	Aaron Gordon	Aaron	1610612743	DEN	Denver Nuggets	0022401193	2025-04-13T00:00:00	DEN @ HOU	W	26.383333	7	13	0.538	1	3	0.333	3	3	1.000	4	3	7	3	3	2	1	0	0	3	18	21	36.9	0	0	35.0	1	1	1	1	10831	3730	5079	7978	8896	11494	9209	4159	6038	1	785	9417	3946	6913	2037	1671	2537	1	1	4218	4762	1041	4187	2246	150	4250	1	26:23
12	2024-25	1630528	Josh Christopher	Josh	1610612748	MIA	Miami Heat	0022401190	2025-04-13T00:00:00	MIA vs. WAS	L	28.433333	7	16	0.438	1	5	0.200	2	2	1.000	0	3	3	3	1	4	2	0	0	1	17	-2	42.1	0	0	36.0	1	13222	13222	13222	9184	3730	2836	13558	8896	6354	13429	6020	7446	1	14058	9417	12778	6913	8789	123	808	1	1	11254	5360	14448	2685	2246	150	3901	1	28:26
13	2024-25	1630249	Vít Krejčí	Vít	1610612737	ATL	Atlanta Hawks	0022401186	2025-04-13T00:00:00	ATL vs. ORL	W	27.816667	5	5	1.000	2	2	1.000	1	1	1.000	2	5	7	7	3	3	0	0	2	0	13	11	37.9	0	0	35.0	1	1	1	1	9700	7242	16437	1	4949	14411	1	10215	12810	1	3306	4392	3946	1463	2037	473	8263	1	12976	17725	8426	4119	3843	2246	150	4250	1	27:49
14	2024-25	1630202	Payton Pritchard	Payton	1610612738	BOS	Boston Celtics	0022401187	2025-04-13T00:00:00	BOS vs. CHA	W	38.500000	14	25	0.560	4	12	0.333	2	2	1.000	3	4	7	7	4	1	0	1	0	2	34	8	51.9	0	0	54.0	1	1	1	1	1107	141	226	7232	1130	299	9209	6020	7446	1	1615	6429	3946	1463	877	5026	8263	17462	1	6956	394	5660	936	2246	150	548	1	38:30
15	2024-25	1630811	Keaton Wallace	Keaton	1610612737	ATL	Atlanta Hawks	0022401186	2025-04-13T00:00:00	ATL vs. ORL	W	37.466667	7	20	0.350	1	7	0.143	0	0	0.000	0	11	11	15	3	5	0	1	3	0	15	5	62.7	1	1	52.0	1	1	1	1	1700	3730	1105	17337	8896	3100	14649	13505	14344	13505	14058	283	1106	32	2037	33	8263	17462	18916	17725	6813	7737	230	1	1	734	1	37:28
16	2024-25	1642281	Jaylon Tyson	Jaylon	1610612739	CLE	Cleveland Cavaliers	0022401189	2025-04-13T00:00:00	CLE vs. IND	L	46.000000	12	25	0.480	4	12	0.333	3	4	0.750	3	4	7	4	5	3	1	1	3	6	31	0	52.4	0	0	54.0	1	13222	13222	13222	35	421	226	11962	1130	299	9209	4159	3754	8186	1615	6429	3946	4780	387	473	2537	17462	18916	792	685	12240	888	2246	150	548	1	46:00
17	2024-25	1627736	Malik Beasley	Malik	1610612765	DET	Detroit Pistons	0022401192	2025-04-13T00:00:00	DET @ MIL	L	19.016667	8	14	0.571	7	11	0.636	0	0	0.000	0	1	1	2	1	1	0	0	1	2	23	1	29.2	0	0	35.0	1	13222	13222	13222	16808	2561	4240	6538	76	499	2842	13505	14344	13505	14058	17569	19889	9909	8789	5026	8263	1	6051	6956	2434	11263	7561	2246	150	4250	1	19:01
18	2024-25	1629022	Lonnie Walker IV	Lonnie	1610612755	PHI	Philadelphia 76ers	0022401191	2025-04-13T00:00:00	PHI vs. CHI	L	36.883333	11	23	0.478	8	15	0.533	1	1	1.000	1	5	6	2	0	0	0	0	0	1	31	-14	41.2	0	0	47.0	1	13222	13222	13222	2069	704	455	11986	27	51	3935	10215	12810	1	6876	4392	5362	9909	16469	12854	8263	1	1	11254	685	23203	2914	2246	150	1314	1	36:53
19	2024-25	201939	Stephen Curry	Stephen	1610612744	GSW	Golden State Warriors	0022401198	2025-04-13T00:00:00	GSW vs. LAC	L	37.998333	10	20	0.500	7	12	0.583	9	9	1.000	1	2	3	6	8	2	0	0	2	5	36	-16	46.6	0	0	56.0	1	13222	13222	13222	1393	1099	1105	8526	76	299	3489	318	643	1	6876	13151	12778	2199	19	1671	8263	1	12976	1447	261	23938	1701	2246	150	408	1	37:60
20	2024-25	1642264	Stephon Castle	Stephon	1610612759	SAS	San Antonio Spurs	0022401197	2025-04-13T00:00:00	SAS vs. TOR	W	37.266667	5	16	0.313	1	3	0.333	9	9	1.000	1	7	8	6	4	0	0	1	2	6	20	2	34.6	0	0	35.0	1	1	1	1	1815	7242	2836	19175	8896	11494	9209	318	643	1	6876	1947	2934	2199	877	12854	8263	17462	12976	792	3676	10285	5047	2246	150	4250	1	37:16
21	2024-25	202695	Kawhi Leonard	Kawhi	1610612746	LAC	LA Clippers	0022401198	2025-04-13T00:00:00	LAC @ GSW	W	47.416667	13	20	0.650	4	8	0.500	3	5	0.600	0	6	6	7	5	3	0	1	1	6	33	17	54.7	0	0	56.0	1	1	1	1	20	245	1105	4562	1130	2050	3944	4159	2872	10343	14058	2943	5362	1463	387	473	8263	17462	6051	792	488	1948	685	2246	150	408	1	47:25
22	2024-25	1631131	Oscar Tshiebwe	Oscar	1610612762	UTA	Utah Jazz	0022401195	2025-04-13T00:00:00	UTA @ MIN	L	24.583333	7	8	0.875	0	0	0.000	4	5	0.800	4	8	12	2	3	3	1	0	2	3	18	8	44.4	1	0	40.0	1	13222	13222	13222	12389	3730	11288	1353	15070	20945	15070	2676	2872	7681	785	1271	760	9909	2037	473	2537	1	12976	4218	4762	5660	2147	1	150	2744	1	24:35
23	2024-25	1629013	Landry Shamet	Landry	1610612752	NYK	New York Knicks	0022401188	2025-04-13T00:00:00	NYK @ BKN	W	40.433333	9	17	0.529	7	13	0.538	4	4	1.000	1	1	2	0	0	1	0	0	2	4	29	12	34.4	0	0	40.0	1	1	1	1	464	1688	2289	8281	76	166	3915	2676	3754	1	6876	17569	16273	19908	16469	5026	8263	1	12976	2493	994	3654	5128	2246	150	2744	1	40:26
24	2024-25	1627826	Ivica Zubac	Ivica	1610612746	LAC	LA Clippers	0022401198	2025-04-13T00:00:00	LAC @ GSW	W	42.255000	11	16	0.688	0	0	0.000	0	0	0.000	4	13	17	3	0	1	1	2	0	0	22	13	52.9	1	0	46.0	1	1	1	1	235	704	2836	3227	15070	20945	15070	13505	14344	13505	785	82	104	6913	16469	5026	2537	23925	1	17725	2824	3250	837	1	150	1461	1	42:15
25	2024-25	1627734	Domantas Sabonis	Domantas	1610612758	SAC	Sacramento Kings	0022401200	2025-04-13T00:00:00	SAC vs. PHX	W	23.716667	8	10	0.800	4	4	1.000	0	0	0.000	4	8	12	6	2	3	0	0	0	1	20	8	50.4	1	0	48.0	1	1	1	1	13138	2561	8304	1688	1130	8688	1	13505	14344	13505	785	1271	760	2199	4442	473	8263	1	1	11254	3676	5660	1125	1	150	1176	1	23:43
26	2024-25	1626166	Cameron Payne	Cameron	1610612752	NYK	New York Knicks	0022401188	2025-04-13T00:00:00	NYK @ BKN	W	33.533333	6	13	0.462	3	7	0.429	6	6	1.000	0	2	2	7	2	1	1	1	3	5	21	17	37.9	0	0	37.0	1	1	1	1	4698	5250	5079	12428	2458	3100	7394	1180	1898	1	14058	13151	16273	1463	4442	5026	2537	17462	18916	1447	3254	1948	3843	2246	150	3591	1	33:32
27	2024-25	203999	Nikola Jokić	Nikola	1610612743	DEN	Denver Nuggets	0022401193	2025-04-13T00:00:00	DEN @ HOU	W	30.770000	7	10	0.700	3	5	0.600	1	2	0.500	1	6	7	7	1	2	1	0	3	3	18	34	44.9	0	0	41.0	1	1	1	1	7070	3730	8304	3045	2458	6354	2992	10215	7446	10625	6876	2943	3946	1463	8789	1671	2537	1	18916	4218	4762	70	2040	2246	150	2498	1	30:46
28	2024-25	1631232	Keion Brooks Jr.	Keion	1610612740	NOP	New Orleans Pelicans	0022401196	2025-04-13T00:00:00	NOP vs. OKC	L	39.376667	5	10	0.500	1	4	0.250	4	5	0.800	1	5	6	2	2	2	1	1	3	3	15	-6	32.2	0	0	30.0	1	13222	13222	13222	759	7242	8304	8526	8896	8688	11902	2676	2872	7681	6876	4392	5362	9909	4442	1671	2537	17462	18916	4218	6813	18298	6093	2246	150	6431	1	39:23
29	2024-25	1630598	Aaron Wiggins	Aaron	1610612760	OKC	Oklahoma City Thunder	0022401196	2025-04-13T00:00:00	OKC @ NOP	W	36.500000	8	18	0.444	2	6	0.333	10	10	1.000	2	5	7	7	1	2	0	1	4	6	28	21	51.9	0	0	48.0	1	1	1	1	2337	2561	1822	13045	4949	4502	9209	183	423	1	3306	4392	3946	1463	8789	1671	8263	17462	22904	792	1156	1041	936	2246	150	1176	1	36:30
30	2024-25	1631311	Lester Quinones	Lester	1610612740	NOP	New Orleans Pelicans	0022401196	2025-04-13T00:00:00	NOP vs. OKC	L	33.583333	5	15	0.333	2	9	0.222	5	5	1.000	0	5	5	6	0	0	0	1	4	6	17	-6	32.0	0	0	30.0	1	13222	13222	13222	4656	7242	3491	17395	4949	1295	13288	1817	2872	1	14058	4392	7268	2199	16469	12854	8263	17462	22904	792	5360	18298	6182	2246	150	6431	1	33:35
31	2024-25	1630643	Jay Huff	Jay	1610612763	MEM	Memphis Grizzlies	0022401194	2025-04-13T00:00:00	MEM vs. DAL	W	27.846667	9	12	0.750	2	4	0.500	2	2	1.000	3	3	6	2	3	2	6	0	3	3	22	16	53.2	0	0	48.0	1	1	1	1	9679	1688	5979	2107	4949	8688	3944	6020	7446	1	1615	9417	5362	9909	2037	1671	13	1	18916	4218	2824	2243	804	2246	150	1176	1	27:51
32	2024-25	1630631	Jose Alvarado	Jose	1610612740	NOP	New Orleans Pelicans	0022401196	2025-04-13T00:00:00	NOP vs. OKC	L	33.616667	5	16	0.313	1	9	0.111	3	3	1.000	0	3	3	4	6	2	0	1	0	3	14	-6	23.6	0	0	26.0	1	13222	13222	13222	4618	7242	2836	19175	8896	1295	15003	4159	6038	1	14058	9417	12778	4780	150	1671	8263	17462	1	4218	7553	18298	10799	2246	150	8552	1	33:37
33	2024-25	1629638	Nickeil Alexander-Walker	Nickeil	1610612750	MIN	Minnesota Timberwolves	0022401195	2025-04-13T00:00:00	MIN vs. UTA	W	32.666667	3	9	0.333	2	8	0.250	1	1	1.000	0	5	5	7	1	2	1	0	1	0	9	6	33.5	0	0	29.0	1	1	1	1	5424	12449	9700	17395	4949	2050	11902	10215	12810	1	14058	4392	7268	1463	8789	1671	2537	1	6051	17725	12445	7002	5493	2246	150	6954	1	32:40
34	2024-25	202693	Markieff Morris	Markieff	1610612747	LAL	Los Angeles Lakers	0022401199	2025-04-13T00:00:00	LAL @ POR	L	32.800000	5	10	0.500	1	3	0.333	0	0	0.000	0	4	4	6	2	1	1	0	4	0	11	-17	28.8	0	0	26.0	1	13222	13222	13222	5326	7242	8304	8526	8896	11494	9209	13505	14344	13505	14058	6429	9701	2199	4442	5026	2537	1	22904	17725	10323	24263	7765	2246	150	8552	1	32:48
35	2024-25	1642382	Branden Carlson	Branden	1610612760	OKC	Oklahoma City Thunder	0022401196	2025-04-13T00:00:00	OKC @ NOP	W	38.550000	10	19	0.526	2	8	0.250	4	4	1.000	6	4	10	2	2	0	3	1	3	2	26	8	48.0	1	0	46.0	1	1	1	1	1087	1099	1432	8379	4949	2050	11902	2676	3754	1	185	6429	1549	9909	4442	12854	252	17462	18916	6956	1579	5660	1485	1	150	1461	1	38:33
36	2024-25	1630215	Jared Butler	Jared	1610612755	PHI	Philadelphia 76ers	0022401191	2025-04-13T00:00:00	PHI vs. CHI	L	25.616667	7	17	0.412	1	6	0.167	4	4	1.000	0	1	1	5	4	1	1	2	2	3	19	-9	29.7	0	0	30.0	1	13222	13222	13222	11477	3730	2289	14791	8896	4502	14236	2676	3754	1	14058	17569	19889	3273	877	5026	2537	23925	12976	4218	4202	20535	7306	2246	150	6431	1	25:37
37	2024-25	1630625	Dalano Banton	Dalano	1610612757	POR	Portland Trail Blazers	0022401199	2025-04-13T00:00:00	POR vs. LAL	W	36.283333	8	22	0.364	4	12	0.333	3	4	0.750	1	4	5	7	3	1	0	2	2	3	23	30	39.5	0	0	41.0	1	1	1	1	2476	2561	626	16861	1130	299	9209	4159	3754	8186	6876	6429	7268	1463	2037	5026	8263	23925	12976	4218	2434	199	3365	2246	150	2498	1	36:17
38	2024-25	202685	Jonas Valančiūnas	Jonas	1610612758	SAC	Sacramento Kings	0022401200	2025-04-13T00:00:00	SAC vs. PHX	W	20.966667	10	11	0.909	0	0	0.000	2	2	1.000	3	7	10	4	2	0	0	0	2	2	22	9	38.0	1	0	36.0	1	1	1	1	15314	1099	7071	1292	15070	20945	15070	6020	7446	1	1615	1947	1549	4780	4442	12854	8263	1	12976	6956	2824	5125	3812	1	150	3901	1	20:58
39	2024-25	1630542	Marcus Bagley	Marcus	1610612755	PHI	Philadelphia 76ers	0022401191	2025-04-13T00:00:00	PHI vs. CHI	L	43.333333	4	9	0.444	0	3	0.000	2	2	1.000	4	11	15	1	2	4	1	0	3	2	10	-19	42.5	1	0	36.0	1	13222	13222	13222	125	9611	9700	13045	15070	11494	15070	6020	7446	1	785	283	224	14293	4442	123	2537	1	18916	6956	11377	24841	2597	1	150	3901	1	43:20
40	2024-25	1642367	Jonathan Mogbo	Jonathan	1610612761	TOR	Toronto Raptors	0022401197	2025-04-13T00:00:00	TOR @ SAS	L	34.916667	4	14	0.286	0	5	0.000	1	2	0.500	4	10	14	10	2	4	0	0	3	1	9	4	50.8	1	0	41.0	1	13222	13222	13222	3527	9611	4240	19630	15070	6354	15070	10215	7446	10625	785	483	349	386	4442	123	8263	1	18916	11254	12445	8479	1074	1	150	2498	1	34:55
41	2024-25	1641716	Jarace Walker	Jarace	1610612754	IND	Indiana Pacers	0022401189	2025-04-13T00:00:00	IND @ CLE	W	31.116667	5	13	0.385	1	5	0.200	0	0	0.000	0	8	8	5	0	2	0	0	1	1	11	-17	34.1	0	0	29.0	1	1	1	1	6775	7242	5079	16070	8896	6354	13429	13505	14344	13505	14058	1271	2934	3273	16469	1671	8263	1	6051	11254	10323	24263	5239	2246	150	6954	1	31:07
42	2024-25	1642267	Bub Carrington	Bub	1610612764	WAS	Washington Wizards	0022401190	2025-04-13T00:00:00	WAS @ MIA	W	40.766667	6	18	0.333	3	9	0.333	0	0	0.000	1	6	7	9	1	1	0	1	3	0	15	-4	38.9	0	0	36.0	1	1	1	1	405	5250	1822	17395	2458	1295	9209	13505	14344	13505	6876	2943	3946	635	8789	5026	8263	17462	18916	17725	6813	16449	3538	2246	150	3901	1	40:46
43	2024-25	1630534	Ochai Agbaji	Ochai	1610612761	TOR	Toronto Raptors	0022401197	2025-04-13T00:00:00	TOR @ SAS	L	37.516667	6	15	0.400	2	8	0.250	0	0	0.000	1	1	2	1	1	4	1	1	5	1	14	-10	31.9	0	0	29.0	1	13222	13222	13222	1673	5250	3491	14933	4949	2050	11902	13505	14344	13505	6876	17569	16273	14293	8789	123	2537	17462	25158	11254	7553	21147	6220	2246	150	6954	1	37:31
44	2024-25	1641774	Tristan Vukcevic	Tristan	1610612764	WAS	Washington Wizards	0022401190	2025-04-13T00:00:00	WAS @ MIA	W	38.716667	9	12	0.750	4	6	0.667	6	7	0.857	1	10	11	5	4	0	1	1	4	6	28	6	47.7	1	0	50.0	1	1	1	1	1003	1688	5979	2107	1130	4502	1957	1180	1377	7071	6876	483	1106	3273	877	12854	2537	17462	22904	792	1156	7002	1521	1	150	943	1	38:43
45	2024-25	200782	P.J. Tucker	P.J.	1610612752	NYK	New York Knicks	0022401188	2025-04-13T00:00:00	NYK @ BKN	W	29.233333	2	5	0.400	2	4	0.500	0	0	0.000	1	1	2	0	1	1	1	0	5	1	6	-18	13.4	0	0	14.0	1	1	1	1	8465	15612	16437	14933	4949	8688	3944	13505	14344	13505	6876	17569	16273	19908	8789	5026	2537	1	25158	11254	15937	24566	17421	2246	150	16370	1	29:14
46	2024-25	1642505	Alex Ducas	Alex	1610612760	OKC	Oklahoma City Thunder	0022401196	2025-04-13T00:00:00	OKC @ NOP	W	14.880000	1	3	0.333	1	2	0.500	2	2	1.000	2	3	5	1	0	0	0	0	4	1	5	4	12.5	0	0	12.0	1	1	1	1	19655	19033	19992	17395	8896	14411	3944	6020	7446	1	3306	9417	7268	14293	16469	12854	8263	1	22904	11254	17323	8479	18057	2246	150	17796	1	14:53
47	2024-25	202699	Tobias Harris	Tobias	1610612765	DET	Detroit Pistons	0022401192	2025-04-13T00:00:00	DET @ MIL	L	10.050000	2	3	0.667	0	1	0.000	0	0	0.000	0	3	3	1	2	2	0	0	1	0	4	-17	13.1	0	0	12.0	1	13222	13222	13222	22090	15612	19992	3281	15070	17631	15070	13505	14344	13505	14058	9417	12778	14293	4442	1671	8263	1	6051	17725	18599	24263	17641	2246	150	17796	1	10:03
48	2024-25	1630658	Colin Castleton	Colin	1610612761	TOR	Toronto Raptors	0022401197	2025-04-13T00:00:00	TOR @ SAS	L	29.266667	5	7	0.714	0	0	0.000	0	1	0.000	1	1	2	0	0	0	0	0	6	2	10	-4	12.4	0	0	12.0	1	13222	13222	13222	8428	7242	12910	2752	15070	20945	15070	13505	12810	13505	6876	17569	16273	19908	16469	12854	8263	1	26091	6956	11377	16449	18115	2246	150	17796	1	29:16
49	2024-25	1629632	Coby White	Coby	1610612741	CHI	Chicago Bulls	0022401191	2025-04-13T00:00:00	CHI @ PHI	W	18.783333	1	6	0.167	0	2	0.000	0	0	0.000	0	4	4	4	3	0	1	0	1	2	2	-14	12.8	0	0	12.0	1	1	1	1	16980	19033	14618	21938	15070	14411	15070	13505	14344	13505	14058	6429	9701	4780	2037	12854	2537	1	6051	6956	21232	23203	17849	2246	150	17796	1	18:47

この様にデータ取得出来ました。