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train · 303 rows

Name stringlengths 8 21	Team stringclasses 31 values	PA int64 80 221	Events int64 45 169	EV float64 82.5 96.6	maxEV float64 101 120	LA float64 -4.58 26.3	Barrels int64 0 33	Barrel% float64 0 0.25	HardHit int64 12 87	HardHit% float64 0.14 0.66	AVG float64 0.11 0.4	xBA float64 0.13 0.35	SLG float64 0.2 0.75	xSLG float64 0.23 0.77	wOBA float64 0.19 0.52	xwOBA float64 0.2 0.49	NameASCII stringlengths 8 21	PlayerId int64 2.4k 35.1k	MLBAMID int64 458k 811k
Aaron Judge	NYY	210	131	95.507663	117.738	15.477069	33	0.251908	73	0.557252	0.40113	0.348	0.751412	0.764	0.515548	0.492	Aaron Judge	15,640	592,450
Shohei Ohtani	LAD	213	132	96.632413	117.904	12.806153	30	0.227273	87	0.659091	0.313187	0.337	0.664835	0.769	0.447257	0.489	Shohei Ohtani	19,755	660,271
Kyle Schwarber	PHI	203	125	93.595383	116.725	16.975205	18	0.144	73	0.584	0.257485	0.287	0.562874	0.623	0.408455	0.435	Kyle Schwarber	16,478	656,941
Juan Soto	NYM	206	136	94.425898	114.25	9.084581	18	0.132353	75	0.551471	0.245509	0.309	0.443114	0.597	0.361614	0.434	Juan Soto	20,123	665,742
Pete Alonso	NYM	207	131	95.362484	114.639	13.431195	26	0.198473	78	0.59542	0.300578	0.302	0.560694	0.617	0.414988	0.43	Pete Alonso	19,251	624,413
Jorge Polanco	SEA	126	102	92.630721	111.909	12.950828	16	0.156863	54	0.529412	0.313043	0.342	0.626087	0.614	0.419855	0.429	Jorge Polanco	13,152	593,871
Corey Seager	TEX	107	82	93.302782	112.369	12.105074	13	0.158537	41	0.5	0.3	0.328	0.52	0.64	0.372871	0.425	Corey Seager	13,624	608,369
Fernando Tatis Jr.	SDP	192	139	94.376953	112.758	5.410595	21	0.151079	78	0.561151	0.304094	0.312	0.561404	0.617	0.400474	0.424	Fernando Tatis Jr.	19,709	665,487
Marcell Ozuna	ATL	193	111	93.027564	112.072	14.727832	15	0.135135	60	0.540541	0.266667	0.289	0.466667	0.545	0.391968	0.422	Marcell Ozuna	10,324	542,303
Jackson Merrill	SDP	85	63	90.418961	110.933	10.438847	12	0.190476	29	0.460317	0.367089	0.32	0.594937	0.639	0.427265	0.417	Jackson Merrill	29,490	701,538
Trent Grisham	NYY	139	93	90.990075	109.791	19.713683	16	0.172043	42	0.451613	0.266667	0.28	0.591667	0.604	0.410623	0.415	Trent Grisham	18,564	663,757
Freddie Freeman	LAD	151	106	92.633596	111.572	15.912423	13	0.122642	51	0.481132	0.371212	0.317	0.666667	0.59	0.460334	0.414	Freddie Freeman	5,361	518,692
Rafael Devers	BOS	218	128	95.098778	111.136	15.352187	23	0.179688	75	0.585938	0.288889	0.29	0.516667	0.557	0.39666	0.414	Rafael Devers	17,350	646,240
Luis Torrens	NYM	88	61	92.927174	107.981	7.764017	11	0.180328	37	0.606557	0.253165	0.322	0.417722	0.573	0.329637	0.413	Luis Torrens	15,905	620,443
Corbin Carroll	ARI	219	144	93.844273	115.769	14.944408	25	0.173611	79	0.548611	0.279188	0.289	0.588832	0.62	0.400527	0.413	Corbin Carroll	25,878	682,998
Ben Rice	NYY	161	102	93.781327	113.199	11.337782	19	0.186275	59	0.578431	0.25	0.292	0.528571	0.579	0.379778	0.412	Ben Rice	29,576	700,250
Manny Machado	SDP	185	135	93.494929	114.788	12.931922	15	0.111111	75	0.555556	0.317073	0.337	0.457317	0.55	0.371742	0.41	Manny Machado	11,493	592,518
Wilyer Abreu	BOS	177	121	91.446305	110.792	26.285804	18	0.14876	59	0.487603	0.264516	0.286	0.522581	0.6	0.374177	0.406	Wilyer Abreu	23,772	677,800
Zach Neto	LAA	116	73	94.006809	111.271	18.598787	11	0.150685	38	0.520548	0.283019	0.292	0.556604	0.61	0.382494	0.406	Zach Neto	31,347	687,263
Jonathan Aranda	TBR	159	99	93.330895	111.404	12.988616	12	0.121212	56	0.565657	0.311594	0.304	0.507246	0.55	0.395195	0.405	Jonathan Aranda	21,837	666,018
Kyle Tucker	CHC	216	158	90.494944	108.115	18.746693	19	0.120253	69	0.436709	0.263736	0.291	0.521978	0.56	0.382391	0.404	Kyle Tucker	18,345	663,656
Will Smith	LAD	147	93	91.365801	109.459	22.497325	12	0.129032	47	0.505376	0.338983	0.293	0.508475	0.524	0.418577	0.402	Will Smith	19,197	669,257
Kyle Stowers	MIA	174	103	91.512609	110.277	13.240629	23	0.223301	54	0.524272	0.304636	0.289	0.562914	0.574	0.403918	0.402	Kyle Stowers	26,151	669,065
Ketel Marte	ARI	92	65	91.182767	115.488	9.397837	8	0.123077	33	0.507692	0.272727	0.295	0.558442	0.53	0.404888	0.401	Ketel Marte	13,613	606,466
Cal Raleigh	SEA	195	112	91.237784	110.743	21.987514	26	0.232143	51	0.455357	0.246914	0.25	0.574074	0.573	0.400888	0.4	Cal Raleigh	21,534	663,728
Gleyber Torres	DET	151	119	90.040753	108.929	17.036055	11	0.092437	42	0.352941	0.290076	0.302	0.450382	0.547	0.362065	0.397	Gleyber Torres	16,997	650,402
Dane Myers	MIA	88	62	92.426942	106.835	9.117966	7	0.112903	29	0.467742	0.337349	0.343	0.481928	0.541	0.376322	0.396	Dane Myers	22,054	667,472
Spencer Torkelson	DET	195	121	91.516303	110.503	21.710407	18	0.14876	58	0.479339	0.243902	0.258	0.536585	0.577	0.376204	0.396	Spencer Torkelson	27,465	679,529
James Wood	WSN	212	127	93.369516	117.88	4.186678	22	0.173228	74	0.582677	0.278689	0.27	0.535519	0.567	0.39163	0.395	James Wood	29,518	695,578
Brendan Donovan	STL	195	157	88.98373	109.235	9.502193	10	0.063694	67	0.426752	0.329545	0.335	0.465909	0.509	0.375396	0.394	Brendan Donovan	24,679	680,977
Tommy Edman	LAD	126	100	90.081523	108.62	13.936482	9	0.09	47	0.47	0.243478	0.308	0.504348	0.564	0.335575	0.393	Tommy Edman	19,470	669,242
Vladimir Guerrero Jr.	TOR	203	137	92.046454	120.397	7.054218	18	0.131387	69	0.50365	0.288235	0.308	0.423529	0.488	0.360636	0.392	Vladimir Guerrero Jr.	19,611	665,489
Bobby Witt Jr.	KCR	210	152	92.707975	114.76	14.308133	18	0.118421	74	0.486842	0.302703	0.313	0.508108	0.521	0.372287	0.391	Bobby Witt Jr.	25,764	677,951
Matt Olson	ATL	204	126	94.698103	113.771	13.47326	23	0.18254	72	0.571429	0.239766	0.253	0.444444	0.538	0.352073	0.389	Matt Olson	14,344	621,566
Drake Baldwin	ATL	90	70	93.453299	112.256	9.306877	9	0.128571	43	0.614286	0.357143	0.316	0.583333	0.545	0.426003	0.388	Drake Baldwin	31,539	686,948
Bryce Harper	PHI	205	132	91.2768	110.635	14.98037	15	0.113636	66	0.5	0.25731	0.279	0.438596	0.502	0.358874	0.387	Bryce Harper	11,579	547,180
Carson Kelly	CHC	114	76	90.579866	106.629	15.815023	9	0.118421	36	0.473684	0.285714	0.257	0.604396	0.493	0.437166	0.387	Carson Kelly	13,620	608,348
Ryan O'Hearn	BAL	141	99	91.176403	109.413	8.33271	10	0.10101	51	0.515152	0.300813	0.305	0.512195	0.49	0.395318	0.385	Ryan O'Hearn	16,442	656,811
Austin Hays	CIN	91	60	90.834294	108.489	17.23503	9	0.15	27	0.45	0.313253	0.285	0.590361	0.554	0.403747	0.385	Austin Hays	19,363	669,720
CJ Abrams	WSN	156	112	91.293849	112.716	15.669919	13	0.116071	52	0.464286	0.312057	0.307	0.574468	0.537	0.404236	0.385	CJ Abrams	25,768	682,928
Jordan Beck	COL	135	84	91.499123	110.756	15.292054	16	0.190476	40	0.47619	0.264463	0.266	0.570248	0.56	0.383887	0.384	Jordan Beck	31,431	687,597
George Springer	TOR	165	97	92.642239	112.335	18.7425	17	0.175258	48	0.494845	0.262774	0.262	0.459854	0.519	0.365424	0.382	George Springer	12,856	543,807
Eugenio Suárez	ARI	194	123	92.300083	111.843	22.317571	21	0.170732	66	0.536585	0.215569	0.241	0.51497	0.56	0.351851	0.381	Eugenio Suarez	12,552	553,993
Oneil Cruz	PIT	169	86	96.314351	119.601	11.122948	19	0.22093	52	0.604651	0.223022	0.246	0.431655	0.489	0.342193	0.381	Oneil Cruz	21,711	665,833
Colt Keith	DET	134	85	86.650776	109.597	6.659081	8	0.094118	32	0.376471	0.230088	0.273	0.371681	0.476	0.328608	0.378	Colt Keith	27,899	690,993
Wyatt Langford	TEX	161	106	90.844985	110.739	15.775142	16	0.150943	47	0.443396	0.248227	0.261	0.48227	0.538	0.351998	0.378	Wyatt Langford	33,333	694,671
Brent Rooker	ATH	206	136	90.920683	111.682	13.47531	19	0.139706	61	0.448529	0.238095	0.279	0.444444	0.543	0.326198	0.376	Brent Rooker	19,627	667,670
Tyler Soderstrom	ATH	197	135	92.482248	111.95	10.773171	20	0.148148	71	0.525926	0.272222	0.291	0.488889	0.534	0.355693	0.376	Tyler Soderstrom	27,467	691,016
Bo Bichette	TOR	211	160	91.528529	112.292	10.352112	15	0.09375	80	0.5	0.292308	0.314	0.430769	0.506	0.338095	0.374	Bo Bichette	19,612	666,182
Mike Trout	LAA	121	72	90.50038	115.36	20.401482	12	0.166667	33	0.458333	0.179245	0.248	0.462264	0.577	0.305639	0.373	Mike Trout	10,155	545,361
Luke Raley	SEA	84	49	91.586686	114.321	8.760557	7	0.142857	24	0.489796	0.205882	0.26	0.323529	0.432	0.311876	0.373	Luke Raley	19,354	670,042
Willson Contreras	STL	197	126	90.373008	114.676	6.962307	15	0.119048	58	0.460317	0.248555	0.277	0.404624	0.507	0.326289	0.371	Willson Contreras	11,609	575,929
Kerry Carpenter	DET	167	131	91.659706	109.21	21.623016	18	0.137405	62	0.473282	0.291139	0.279	0.512658	0.565	0.358828	0.371	Kerry Carpenter	25,961	681,481
Teoscar Hernández	LAD	136	107	86.888635	112.508	11.564831	11	0.102804	42	0.392523	0.315385	0.316	0.6	0.535	0.398157	0.37	Teoscar Hernandez	13,066	606,192
Amed Rosario	WSN	85	69	90.971078	108.714	11.231987	4	0.057971	29	0.42029	0.296296	0.323	0.432099	0.496	0.33517	0.368	Amed Rosario	15,518	642,708
Paul Goldschmidt	NYY	191	145	89.621859	109.4	12.25326	13	0.089655	56	0.386207	0.33908	0.3	0.488506	0.509	0.381704	0.367	Paul Goldschmidt	9,218	502,671
Ian Happ	CHC	187	127	89.380425	112.044	17.794825	11	0.086614	51	0.401575	0.26875	0.284	0.38125	0.45	0.335302	0.366	Ian Happ	17,919	664,023
Lars Nootbaar	STL	215	149	91.751743	112.71	17.458544	15	0.100671	76	0.510067	0.252747	0.273	0.417582	0.461	0.345501	0.366	Lars Nootbaar	21,454	663,457
Dansby Swanson	CHC	198	130	90.862366	109.283	14.826525	15	0.115385	62	0.476923	0.252809	0.274	0.47191	0.524	0.338969	0.365	Dansby Swanson	18,314	621,020
Tim Tawa	ARI	92	61	88.957007	109.683	8.087203	6	0.098361	25	0.409836	0.227848	0.274	0.455696	0.473	0.334581	0.365	Tim Tawa	29,571	694,374
Rhys Hoskins	MIL	166	104	91.356624	111.124	19.096467	12	0.115385	49	0.471154	0.28777	0.27	0.446043	0.456	0.367564	0.364	Rhys Hoskins	16,472	656,555
Randy Arozarena	SEA	187	102	91.804223	112.31	14.541761	10	0.098039	51	0.5	0.24183	0.241	0.424837	0.438	0.362236	0.364	Randy Arozarena	19,290	668,227
Yordan Alvarez	HOU	121	84	93.970471	113.591	20.114742	10	0.119048	39	0.464286	0.21	0.246	0.34	0.495	0.278177	0.364	Yordan Alvarez	19,556	670,541
Alex Bregman	BOS	211	148	92.182142	109.641	19.748472	16	0.108108	71	0.47973	0.302703	0.26	0.567568	0.494	0.408865	0.363	Alex Bregman	17,678	608,324
Salvador Perez	KCR	186	136	90.762536	114.751	17.815686	18	0.132353	63	0.463235	0.222857	0.296	0.331429	0.522	0.261215	0.362	Salvador Perez	7,304	521,692
Otto Lopez	MIA	123	96	86.191458	109.946	4.05412	9	0.09375	26	0.270833	0.230088	0.295	0.353982	0.488	0.285848	0.361	Otto Lopez	19,608	672,640
Adley Rutschman	BAL	173	126	89.823234	111.009	15.700673	11	0.087302	50	0.396825	0.20915	0.273	0.339869	0.472	0.290101	0.361	Adley Rutschman	26,288	668,939
Agustín Ramírez	MIA	91	65	92.023715	114.716	8.620555	8	0.123077	34	0.523077	0.268293	0.272	0.573171	0.495	0.390816	0.361	Agustin Ramirez	26,546	682,663
Maikel Garcia	KCR	187	140	91.864236	110.329	8.993577	9	0.064286	65	0.464286	0.301205	0.29	0.481928	0.468	0.372721	0.36	Maikel Garcia	22,715	672,580
Andrew McCutchen	PIT	156	108	89.179058	110.223	12.867635	12	0.111111	45	0.416667	0.24812	0.27	0.368421	0.46	0.321785	0.359	Andrew McCutchen	9,847	457,705
Michael Busch	CHC	172	106	90.726442	107.832	15.094395	12	0.113208	48	0.45283	0.255034	0.248	0.463087	0.475	0.360787	0.359	Michael Busch	26,319	683,737
Francisco Lindor	NYM	212	157	89.706473	109.675	11.433104	13	0.082803	62	0.394904	0.283422	0.277	0.470588	0.473	0.357134	0.357	Francisco Lindor	12,916	596,019
Nathan Lukes	TOR	88	63	86.636951	104.772	12.822802	4	0.063492	20	0.31746	0.246575	0.295	0.39726	0.416	0.334459	0.357	Nathan Lukes	18,123	664,770
Heliot Ramos	SFG	197	133	91.209229	113.58	7.89254	18	0.135338	61	0.458647	0.293103	0.264	0.494253	0.497	0.369506	0.356	Heliot Ramos	22,515	671,218
Julio Rodríguez	SEA	204	142	91.008844	114.712	8.009076	12	0.084507	63	0.443662	0.234973	0.265	0.398907	0.484	0.315153	0.355	Julio Rodriguez	23,697	677,594
Ceddanne Rafaela	BOS	160	119	91.270625	109.127	9.803169	16	0.134454	58	0.487395	0.246575	0.284	0.369863	0.495	0.295077	0.355	Ceddanne Rafaela	24,262	678,882
Daniel Schneemann	CLE	110	71	88.140911	111.172	7.837095	11	0.15493	30	0.422535	0.265306	0.248	0.5	0.505	0.365301	0.355	Daniel Schneemann	25,180	682,177
Shea Langeliers	ATH	170	129	90.312019	114.462	11.701062	14	0.108527	58	0.449612	0.25	0.284	0.447368	0.471	0.331605	0.355	Shea Langeliers	25,816	669,127
Matt Chapman	SFG	198	114	93.995074	113.466	20.572268	12	0.105263	57	0.5	0.221557	0.24	0.407186	0.448	0.336694	0.354	Matt Chapman	16,505	656,305
Ty France	MIN	183	139	89.285843	108.695	9.423344	14	0.100719	57	0.410072	0.253012	0.272	0.355422	0.477	0.302323	0.353	Ty France	17,982	664,034
Dylan Moore	SEA	110	70	85.858468	108.591	17.632274	9	0.128571	26	0.371429	0.285714	0.266	0.520408	0.475	0.372325	0.353	Dylan Moore	18,042	664,238
Josh Smith	TEX	149	109	88.11868	108.156	12.233947	7	0.06422	38	0.348624	0.295455	0.293	0.431818	0.453	0.350298	0.353	Josh Smith	26,396	669,701
Rowdy Tellez	SEA	108	72	90.91548	113.117	18.519404	14	0.194444	32	0.444444	0.20202	0.241	0.484848	0.52	0.318855	0.352	Rowdy Tellez	15,679	642,133
Brandon Lowe	TBR	175	114	91.905702	111.595	12.492058	13	0.114035	51	0.447368	0.217391	0.273	0.360248	0.499	0.281611	0.352	Brandon Lowe	18,882	664,040
Jackson Holliday	BAL	151	106	90.842197	109.622	8.818004	10	0.09434	49	0.462264	0.275362	0.275	0.449275	0.476	0.346606	0.351	Jackson Holliday	31,781	702,616
Josh Naylor	ARI	195	151	89.924284	110.829	10.183447	11	0.072848	65	0.430464	0.302326	0.282	0.459302	0.447	0.362929	0.35	Josh Naylor	18,839	647,304
Joey Bart	PIT	145	87	88.918165	110.981	10.953746	9	0.103448	38	0.436782	0.270492	0.247	0.344262	0.421	0.337399	0.35	Joey Bart	21,524	663,698
Brice Turang	MIL	187	126	91.382074	109.759	6.838155	10	0.079365	55	0.436508	0.288344	0.276	0.361963	0.42	0.329123	0.35	Brice Turang	22,186	668,930
Pete Crow-Armstrong	CHC	197	140	90.113531	108.566	23.495237	20	0.142857	58	0.414286	0.289617	0.266	0.584699	0.519	0.38717	0.35	Pete Crow-Armstrong	27,769	691,718
Austin Riley	ATL	209	138	92.651367	113.2	17.309211	22	0.15942	73	0.528986	0.287179	0.27	0.451282	0.499	0.343783	0.349	Austin Riley	18,360	663,586
Pavin Smith	ARI	142	74	90.542513	109.887	9.211654	11	0.148649	33	0.445946	0.299145	0.223	0.504274	0.429	0.407446	0.349	Pavin Smith	19,892	656,976
Addison Barger	TOR	80	58	94.279844	116.469	13.66307	8	0.137931	30	0.517241	0.22973	0.28	0.405405	0.473	0.304591	0.349	Addison Barger	24,598	680,718
Steven Kwan	CLE	199	164	86.386843	104.104	11.848055	4	0.02439	37	0.22561	0.311111	0.308	0.427778	0.42	0.356711	0.349	Steven Kwan	24,610	680,757
Liam Hicks	MIA	90	71	85.355738	108.53	11.749167	4	0.056338	20	0.28169	0.282051	0.29	0.487179	0.436	0.365665	0.349	Liam Hicks	29,844	689,414
Enrique Hernández	LAD	109	72	91.056766	109.776	17.655734	9	0.125	31	0.430556	0.229167	0.25	0.46875	0.484	0.336159	0.348	Enrique Hernandez	10,472	571,771
J.T. Realmuto	PHI	156	101	91.568582	109.281	10.975314	12	0.118812	47	0.465347	0.244604	0.272	0.395683	0.45	0.319556	0.348	J.T. Realmuto	11,739	592,663
Ezequiel Tovar	COL	80	62	91.220301	111.144	14.289217	5	0.080645	28	0.451613	0.263158	0.291	0.407895	0.486	0.309579	0.348	Ezequiel Tovar	24,064	678,662
Brandon Nimmo	NYM	187	137	92.419031	108.328	11.539995	15	0.109489	73	0.532847	0.224852	0.27	0.420118	0.477	0.307554	0.347	Brandon Nimmo	12,927	607,043
Mike Yastrzemski	SFG	169	109	90.18247	106.775	17.664861	10	0.091743	47	0.431193	0.275862	0.26	0.441379	0.431	0.361125	0.347	Mike Yastrzemski	14,854	573,262
J.P. Crawford	SEA	180	117	87.87924	108.609	13.136322	9	0.076923	44	0.376068	0.269737	0.262	0.381579	0.405	0.344324	0.346	J.P. Crawford	15,491	641,487

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