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ITS-23-24
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NBA_dataset

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train · 1.22k rows

Unnamed: 0 stringlengths 4 24	RS_games float64 3 1.54k	PO_games float64 1 287	RS_mp float64 19 56.6k	PO_mp float64 0 11.9k	RS_mp/g float64 2.67 41.1	PO_mp/g float64 0 45.1	RS_eFG float64 0 0.76	PO_eFG float64 0 1.5 ⌀	RS_ppm float64 0.12 0.87	PO_ppm float64 0 2.25 ⌀	delta_eFG float64 -0.7 1.5 ⌀	delta_ppm float64 -0.56 1.75 ⌀
Pervis Ellison	474	4	11,593	68	24.457806	17	0.51	0.579	0.387648	0.352941	0.069	-0.034707
Danny Ferry	917	67	18,133	961	19.774264	14.343284	0.506	0.467	0.355098	0.258065	-0.039	-0.097034
Sean Elliott	742	85	24,502	2,836	33.021563	33.364706	0.5	0.488	0.430332	0.394217	-0.012	-0.036115
Glen Rice	1,000	55	34,985	2,037	34.985	37.036364	0.508	0.481	0.52411	0.433972	-0.027	-0.090139
J.R. Reid	672	47	15,370	784	22.872024	16.680851	0.472	0.437	0.369551	0.317602	-0.035	-0.051949
Stacey King	438	61	7,406	719	16.908676	11.786885	0.479	0.396	0.380637	0.367177	-0.083	-0.013461
George McCloud	766	14	17,429	342	22.753264	24.428571	0.477	0.574	0.397326	0.418129	0.097	0.020802
Randy White	281	1	5,382	2	19.153025	2	0.408	null	0.387031	0	null	-0.387031
Tom Hammonds	687	21	10,419	226	15.165939	10.761905	0.48	0.451	0.347154	0.30531	-0.029	-0.041845
Pooh Richardson	639	6	19,399	113	30.358372	18.833333	0.47	0.447	0.365122	0.185841	-0.023	-0.179281
Nick Anderson	800	49	24,922	1,766	31.1525	36.040816	0.5	0.495	0.462603	0.364666	-0.005	-0.097937
Mookie Blaylock	889	54	31,026	2,161	34.899888	40.018519	0.465	0.452	0.385548	0.355854	-0.013	-0.029694
Michael Smith	449	4	10,552	87	23.501114	21.75	0.538	0.583	0.239481	0.218391	0.045	-0.02109
Tim Hardaway	867	56	30,626	2,052	35.324106	36.642857	0.49	0.459	0.501959	0.459552	-0.031	-0.042407
Todd Lichti	237	3	4,240	70	17.890295	23.333333	0.466	0.517	0.441038	0.628571	0.051	0.187534
Dana Barros	850	31	19,480	264	22.917647	8.516129	0.536	0.591	0.45693	0.5	0.055	0.04307
Shawn Kemp	1,051	88	29,293	2,937	27.871551	33.375	0.49	0.5	0.523914	0.518216	0.01	-0.005698
B.J. Armstrong	747	105	17,790	2,364	23.815261	22.514286	0.513	0.509	0.411467	0.350254	-0.004	-0.061213
Kenny Payne	144	3	1,167	10	8.104167	3.333333	0.426	0.4	0.435304	0.6	-0.026	0.164696
Jeff Sanders	55	3	462	3	8.4	1	0.395	1	0.242424	0.666667	0.605	0.424242
Blue Edwards	704	34	18,409	722	26.149148	21.235294	0.499	0.485	0.412027	0.367036	-0.014	-0.044991
Byron Irvin	87	4	849	47	9.758621	11.75	0.481	0.227	0.531213	0.319149	-0.254	-0.212064
John Morton	128	3	1,879	11	14.679688	3.666667	0.399	0.4	0.324109	0.727273	0.001	0.403164
Vlade Divac	1,134	121	33,838	3,728	29.839506	30.809917	0.5	0.485	0.395945	0.393777	-0.015	-0.002169
Kenny Battle	134	8	1,795	34	13.395522	4.25	0.508	0.308	0.349304	0.264706	-0.2	-0.084598
Sherman Douglas	765	17	21,148	524	27.644444	30.823529	0.495	0.418	0.398383	0.339695	-0.077	-0.058688
Frank Kornet	89	2	595	4	6.685393	2	0.398	0	0.287395	0	-0.398	-0.287395
Gary Leonard	31	2	149	5	4.806452	2.5	0.459	1	0.295302	0.8	0.541	0.504698
Clifford Robinson	1,380	141	42,561	3,887	30.841304	27.567376	0.475	0.425	0.460304	0.37381	-0.05	-0.086494
Doug West	676	3	16,649	87	24.628698	29	0.484	0.545	0.389032	0.37931	0.061	-0.009722
Dino Radja	224	4	7,308	153	32.625	38.25	0.497	0.4	0.51081	0.392157	-0.097	-0.118653
Chucky Brown	694	41	11,962	651	17.236311	15.878049	0.494	0.475	0.344842	0.334869	-0.019	-0.009973
Haywoode Workman	359	41	7,202	892	20.061281	21.756098	0.452	0.38	0.273119	0.265695	-0.072	-0.007424
Brian Quinnett	138	6	1,530	52	11.086957	8.666667	0.443	0.583	0.309804	0.269231	0.14	-0.040573
Greg Grant	274	10	3,350	67	12.226277	6.7	0.408	0.365	0.228955	0.313433	-0.043	0.084478
Derrick Coleman	781	39	25,903	1,457	33.166453	37.358974	0.462	0.499	0.497394	0.45024	0.037	-0.047154
Gary Payton	1,335	154	47,117	5,481	35.293633	35.590909	0.496	0.477	0.462954	0.393176	-0.019	-0.069777
Mahmoud Abdul-Rauf	586	15	15,628	415	26.668942	27.666667	0.472	0.406	0.547287	0.46988	-0.066	-0.077407
Dennis Scott	629	45	17,983	1,447	28.589825	32.155556	0.502	0.502	0.450092	0.358673	0	-0.091419
Kendall Gill	966	27	29,481	796	30.518634	29.481481	0.448	0.419	0.438045	0.404523	-0.029	-0.033522
Felton Spencer	640	36	12,298	772	19.215625	21.444444	0.484	0.443	0.272727	0.23057	-0.041	-0.042157
Lionel Simmons	454	4	13,472	77	29.674009	19.25	0.437	0.5	0.432972	0.493506	0.063	0.060534
Bo Kimble	105	3	1,336	5	12.72381	1.666667	0.408	0	0.429641	0	-0.408	-0.429641
Willie Burton	316	2	6,666	11	21.094937	5.5	0.452	0.25	0.486499	0.181818	-0.202	-0.30468
Rumeal Robinson	336	16	6,098	216	18.14881	13.5	0.456	0.449	0.417514	0.356481	-0.007	-0.061032
Tyrone Hill	801	74	22,388	1,873	27.950062	25.310811	0.502	0.451	0.33643	0.262146	-0.051	-0.074284
Alec Kessler	210	2	2,937	12	13.985714	6	0.431	0	0.369084	0.166667	-0.431	-0.202417
Loy Vaught	689	15	16,993	207	24.66328	13.8	0.506	0.547	0.410993	0.396135	0.041	-0.014857
Travis Mays	115	1	2,964	20	25.773913	20	0.459	0.5	0.429487	0.2	0.041	-0.229487
Dave Jamerson	90	2	594	21	6.6	10.5	0.413	0.385	0.515152	0.761905	-0.028	0.246753
Terry Mills	678	17	16,422	409	24.221239	24.058824	0.5	0.471	0.436914	0.320293	-0.029	-0.11662
Jerrod Mustaf	179	10	1,902	32	10.625698	3.2	0.449	0.7	0.379075	0.5625	0.251	0.183425
Duane Causwell	541	8	9,409	55	17.391867	6.875	0.508	0.333	0.281433	0.2	-0.175	-0.081433
Dee Brown	68	8	711	52	10.455882	6.5	0.384	0.353	0.196906	0.25	-0.031	0.053094
Jayson Williams	475	9	9,805	143	20.642105	15.888889	0.44	0.448	0.354105	0.20979	0.008	-0.144315
Tate George	177	6	2,019	66	11.40678	11	0.415	0.3	0.364537	0.287879	-0.115	-0.076658
Anthony Bonner	318	23	7,372	172	23.18239	7.478261	0.469	0.472	0.298291	0.261628	0.003	-0.036663
Dwayne Schintzius	217	5	1,950	106	8.986175	21.2	0.405	0.448	0.301026	0.273585	0.043	-0.027441
Alaa Abdelnaby	256	17	3,200	106	12.5	6.235294	0.502	0.45	0.457813	0.358491	-0.052	-0.099322
Lance Blanks	142	1	1,045	10	7.359155	10	0.472	0.5	0.276555	0.2	0.028	-0.076555
Elden Campbell	1,044	106	25,776	2,268	24.689655	21.396226	0.46	0.441	0.419188	0.391534	-0.019	-0.027654
Toni Kukoč	846	99	22,212	2,664	26.255319	26.909091	0.492	0.501	0.441653	0.399399	0.009	-0.042254
Carl Herrera	465	41	8,042	502	17.294624	12.243902	0.476	0.451	0.308505	0.272908	-0.025	-0.035597
Negele Knight	276	17	4,513	198	16.351449	11.647059	0.444	0.428	0.376468	0.439394	-0.016	0.062926
Brian Oliver	118	4	1,182	15	10.016949	3.75	0.394	0.333	0.329103	0.4	-0.061	0.070897
Walter Palmer	48	2	209	6	4.354167	3	0.412	0.25	0.478469	0.333333	-0.162	-0.145136
Greg Foster	656	67	7,974	866	12.155488	12.925373	0.444	0.437	0.318284	0.269053	-0.007	-0.049231
Jud Buechler	720	71	8,444	561	11.727778	7.901408	0.492	0.476	0.282449	0.221034	-0.016	-0.061415
Steve Scheffler	174	19	918	54	5.275862	2.842105	0.56	0.438	0.360566	0.333333	-0.122	-0.027233
Bimbo Coles	852	11	20,319	194	23.848592	17.636364	0.447	0.541	0.326197	0.474227	0.094	0.14803
Tony Massenburg	683	15	12,291	99	17.995608	6.6	0.47	0.407	0.344805	0.282828	-0.063	-0.061977
Steve Henson	238	6	2,282	87	9.588235	14.5	0.486	0.524	0.323839	0.287356	0.038	-0.036482
Antonio Davis	903	93	26,084	2,647	28.885936	28.462366	0.448	0.479	0.346611	0.341141	0.031	-0.00547
Kenny Williams	260	17	2,918	105	11.223077	6.176471	0.511	0.385	0.427347	0.209524	-0.126	-0.217824
Derek Strong	456	10	8,548	292	18.745614	29.2	0.432	0.481	0.361254	0.260274	0.049	-0.10098
Cedric Ceballos	609	59	14,712	1,213	24.157635	20.559322	0.518	0.493	0.590878	0.47568	-0.025	-0.115198
Tony Smith	457	27	7,295	250	15.962801	9.259259	0.456	0.475	0.343249	0.348	0.019	0.004751
Sean Higgins	220	3	3,334	13	15.154545	4.333333	0.464	0	0.412418	0	-0.464	-0.412418
Larry Johnson	707	66	25,685	2,397	36.329562	36.318182	0.505	0.515	0.445785	0.390905	0.01	-0.05488
Kenny Anderson	858	36	25,868	1,004	30.149184	27.888889	0.449	0.418	0.417079	0.344622	-0.031	-0.072458
Billy Owens	600	11	17,619	415	29.365	37.727273	0.488	0.496	0.398774	0.407229	0.008	0.008455
Dikembe Mutombo	1,196	101	36,791	3,117	30.761706	30.861386	0.518	0.517	0.318801	0.294514	-0.001	-0.024287
Steve Smith	942	90	28,855	2,902	30.631635	32.244444	0.494	0.491	0.465431	0.461061	-0.003	-0.004369
Luc Longley	567	87	12,006	1,914	21.174603	22	0.462	0.466	0.340663	0.301463	0.004	-0.0392
Stacey Augmon	1,001	77	21,658	1,473	21.636364	19.12987	0.47	0.438	0.368917	0.313646	-0.032	-0.055271
Bison Dele	413	39	10,004	791	24.22276	20.282051	0.528	0.529	0.453419	0.384324	0.001	-0.069095
Terrell Brandon	724	38	21,545	946	29.758287	24.894737	0.471	0.479	0.463866	0.420719	0.008	-0.043148
Greg Anthony	757	102	15,850	1,597	20.937913	15.656863	0.467	0.429	0.346814	0.284909	-0.038	-0.061905
Dale Davis	1,094	137	29,606	3,662	27.062157	26.729927	0.53	0.533	0.294062	0.245767	0.003	-0.048295
Anthony Avent	352	9	6,729	80	19.116477	8.888889	0.403	0.45	0.290979	0.35	0.047	0.059021
Chris Gatling	700	15	13,760	296	19.657143	19.733333	0.517	0.49	0.525581	0.472973	-0.027	-0.052608
Victor Alexander	286	5	5,755	27	20.122378	5.4	0.522	0.5	0.441703	0.259259	-0.022	-0.182444
Kevin Brooks	126	2	1,031	5	8.18254	2.5	0.415	0.286	0.404462	1	-0.129	0.595538
Eric Murdock	508	8	11,882	136	23.389764	17	0.473	0.405	0.430736	0.404412	-0.068	-0.026324
LeRon Ellis	91	1	857	2	9.417582	2	0.433	null	0.323221	0	null	-0.323221
Stanley Roberts	300	9	5,869	177	19.563333	19.666667	0.499	0.456	0.435338	0.333333	-0.043	-0.102005
Rick Fox	930	111	23,723	2,527	25.508602	22.765766	0.501	0.516	0.377945	0.288484	0.015	-0.089461
Mark Randall	127	2	883	6	6.952756	3	0.453	0	0.375991	0	-0.453	-0.375991
Pete Chilcutt	584	21	8,394	333	14.373288	15.857143	0.481	0.574	0.297117	0.276276	0.093	-0.020841
Kevin Lynch	95	1	1,143	3	12.031579	3	0.441	null	0.271216	0	null	-0.271216

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