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Season	Handedness	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	vs L as R	86	87.8	111.5	10.8	4	4.7%	25	29.1%		.263	.288		.465	.460		.315	.328
2018	vs R as R	207	88.5	110.4	6.6	11	5.3%	84	40.6%		.221	.255		.349	.384		.272	.305
2018	vs L	86	87.8	111.5	10.8	4	4.7%	25	29.1%		.263	.288		.465	.460		.315	.328
2018	vs R	207	88.5	110.4	6.6	11	5.3%	84	40.6%		.221	.255		.349	.384		.272	.305
Season	Home / Away	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Home	130	86.8	111.5	4.9	6	4.6%	41	31.5%		.238	.267		.396	.407		.291	.313
2018	Away	163	89.5	109.4	10.1	9	5.5%	68	41.7%		.228	.262		.368	.402		.277	.309
2018	Home vs L	40	86.3	111.5	6.3	3	7.5%	9	22.5%		.222	.284		.511	.512		.306	.339
2018	Home vs R	90	87.0	110.4	4.3	3	3.3%	32	35.6%		.244	.261		.353	.368		.286	.304
2018	Away vs L	46	89.1	109.4	14.7	1	2.2%	16	34.8%		.296	.292		.426	.417		.323	.319
2018	Away vs R	117	89.6	107.3	8.4	8	6.8%	52	44.4%		.201	.250		.345	.397		.260	.305
Season	Monthly	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Mar/Apr	43	89.0	111.5	0.4	1	2.3%	14	32.6%		.148	.212		.246	.307		.207	.264
2018	May	17	91.2	107.7	2.4	0	0.0%	7	41.2%		.292	.236		.542	.314		.349	.238
2018	Jun	65	86.7	110.4	2.5	4	6.2%	21	32.3%		.257	.273		.419	.402		.308	.314
2018	Jul	40	85.7	106.0	6.0	1	2.5%	15	37.5%		.294	.278		.412	.360		.344	.324
2018	Aug	84	90.3	108.1	14.7	9	10.7%	38	45.2%		.214	.277		.398	.523		.279	.357
2018	Sept/Oct	44	87.5	106.3	13.2	0	0.0%	14	31.8%		.245	.286		.347	.377		.253	.288
2018	1st Half	150	88.1	111.5	2.0	6	4.0%	54	36.0%		.242	.257		.389	.367		.296	.299
2018	2nd Half	143	88.4	108.1	13.8	9	6.3%	55	38.5%		.222	.273		.371	.447		.269	.324
Season	Batted Balls	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Grounders	146	87.0	111.5	-13.7	0	0.0%	50	34.2%		.185	.218		.199	.243		.168	.208
2018	Flies	85	88.2	111.1	40.6	15	17.6%	29	34.1%		.176	.232		.600	.657		.317	.367
2018	Liners	62	91.4	109.1	14.1	0	0.0%	30	48.4%		.661	.683		.903	.854		.669	.665
Season	Location	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	as R to Left	106	88.4	111.5	-2.0	8	7.5%	40	37.7%		.264	.304		.547	.518		.340	.354
2018	as R to Center	96	89.6	109.1	7.9	3	3.1%	43	44.8%		.260	.332		.323	.486		.252	.354
2018	as R to Right	91	86.9	106.3	19.4	4	4.4%	26	28.6%		.330	.333		.516	.470		.359	.346
2018	Pull	106	88.4	111.5	-2.0	8	7.5%	40	37.7%		.264	.304		.547	.518		.340	.354
2018	Center	96	89.6	109.1	7.9	3	3.1%	43	44.8%		.260	.332		.323	.486		.252	.354
2018	Opposite	91	86.9	106.3	19.4	4	4.4%	26	28.6%		.330	.333		.516	.470		.359	.346
Season	Leverage	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Low Leverage	163	88.4	111.5	10.1	8	4.9%	61	37.4%		.231	.270		.385	.418		.280	.315
2018	Medium Leverage	100	87.9	109.4	5.5	7	7.0%	40	40.0%		.280	.283		.464	.435		.341	.335
2018	High Leverage	30	88.8	103.5	3.4	0	0.0%	8	26.7%		.081	.171		.081	.235		.103	.204
Season	Through Count	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Through 3 - 0	8	90.5	106.2	18.0	2	25.0%	4	50.0%		.375	.460		.875	1.042		.576	.650
2018	Through 3 - 1	9	93.3	109.1	7.9	1	11.1%	5	55.6%		.364	.391		.818	.702		.566	.551
2018	Through 3 - 2	27	88.7	106.2	8.5	1	3.7%	13	48.1%		.216	.282		.324	.460		.329	.399
2018	Through 2 - 0	30	84.9	106.2	9.9	2	6.7%	8	26.7%		.324	.342		.529	.539		.412	.428
2018	Through 1 - 0	110	88.5	111.5	10.7	5	4.5%	40	36.4%		.237	.265		.382	.413		.293	.322
2018	Through 2 - 1	47	90.2	110.4	7.5	3	6.4%	19	40.4%		.258	.264		.403	.409		.333	.340
2018	Through 1 - 1	98	89.1	111.1	9.4	5	5.1%	42	42.9%		.208	.245		.354	.396		.267	.302
2018	Through 0 - 1	147	87.3	111.1	6.0	7	4.8%	53	36.1%		.226	.253		.363	.368		.273	.290
2018	Through 2 - 2	55	86.7	106.2	13.6	2	3.6%	20	36.4%		.188	.241		.271	.340		.229	.280
2018	Through 1 - 2	64	85.9	106.2	11.3	3	4.7%	19	29.7%		.173	.215		.255	.298		.208	.246
2018	Through 0 - 2	51	85.9	104.6	5.7	3	5.9%	14	27.5%		.177	.196		.253	.274		.203	.223
Season	Situational	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Bases Empty	175	88.3	111.1	8.9	7	4.0%	62	35.4%		.239	.262		.358	.391		.272	.299
2018	Men on Base	118	88.3	111.5	6.2	8	6.8%	47	39.8%		.223	.268		.417	.427		.301	.329
2018	Men In Scoring	77	89.3	110.4	4.9	4	5.2%	30	39.0%		.231	.273		.363	.397		.290	.324
Season	Position	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	as 2B	289	88.2	111.5	7.9	15	5.2%	107	37.0%		.232	.264		.382	.405		.283	.310
2018	as PH	4	97.8	106.0	-1.5	0	0.0%	2	50.0%		.250	.267		.250	.345		.314	.353
2018	as PR	0									.000			.000			.000
Season	Batting Order	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Batting 1st	16	87.5	106.1	-5.3	0	0.0%	3	18.8%		.080	.194		.120	.237		.108	.212
2018	Batting 2nd	93	89.3	108.1	13.0	6	6.5%	36	38.7%		.227	.283		.373	.477		.270	.338
2018	Batting 3rd	1	76.9	76.9	1.0	0	0.0%	0	0.0%		.000	.178		.000	.210		.000	.190
2018	Batting 6th	7	83.7	102.9	9.4	0	0.0%	1	14.3%		.125	.210		.125	.234		.110	.194
2018	Batting 7th	11	88.3	109.4	7.4	1	9.1%	4	36.4%		.333	.311		.333	.459		.340	.376
2018	Batting 8th	45	88.5	104.3	11.9	1	2.2%	20	44.4%		.250	.295		.308	.410		.266	.328
2018	Batting 9th	120	87.9	111.5	3.9	7	5.8%	45	37.5%		.253	.250		.479	.381		.333	.300
Season	Shifts	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	No Shift	260	87.5	111.5	7.7	4	1.5%	89	34.2%		.242	.300		.312	.407		.238	.308
2018	Shift - All	22	91.0	106.3	-1.3	1	4.5%	10	45.5%		.409	.402		.500	.565		.393	.418
2018	Shift - Traditional	14	95.0	106.3	5.2	0	0.0%	7	50.0%		.357	.452		.429	.590		.340	.452
2018	Shift - Non Traditional	8	84.3	103.5	-11.9	1	12.5%	3	37.5%		.500	.321		.625	.523		.486	.363

Season	Handedness	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	vs L as R	86	87.8	111.5	10.8	4	4.7%	25	29.1%		.263	.288		.465	.460		.315	.328
2018	vs R as R	207	88.5	110.4	6.6	11	5.3%	84	40.6%		.221	.255		.349	.384		.272	.305
2018	vs L	86	87.8	111.5	10.8	4	4.7%	25	29.1%		.263	.288		.465	.460		.315	.328
2018	vs R	207	88.5	110.4	6.6	11	5.3%	84	40.6%		.221	.255		.349	.384		.272	.305
Season	Home / Away	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Home	130	86.8	111.5	4.9	6	4.6%	41	31.5%		.238	.267		.396	.407		.291	.313
2018	Away	163	89.5	109.4	10.1	9	5.5%	68	41.7%		.228	.262		.368	.402		.277	.309
2018	Home vs L	40	86.3	111.5	6.3	3	7.5%	9	22.5%		.222	.284		.511	.512		.306	.339
2018	Home vs R	90	87.0	110.4	4.3	3	3.3%	32	35.6%		.244	.261		.353	.368		.286	.304
2018	Away vs L	46	89.1	109.4	14.7	1	2.2%	16	34.8%		.296	.292		.426	.417		.323	.319
2018	Away vs R	117	89.6	107.3	8.4	8	6.8%	52	44.4%		.201	.250		.345	.397		.260	.305
Season	Monthly	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Mar/Apr	43	89.0	111.5	0.4	1	2.3%	14	32.6%		.148	.212		.246	.307		.207	.264
2018	May	17	91.2	107.7	2.4	0	0.0%	7	41.2%		.292	.236		.542	.314		.349	.238
2018	Jun	65	86.7	110.4	2.5	4	6.2%	21	32.3%		.257	.273		.419	.402		.308	.314
2018	Jul	40	85.7	106.0	6.0	1	2.5%	15	37.5%		.294	.278		.412	.360		.344	.324
2018	Aug	84	90.3	108.1	14.7	9	10.7%	38	45.2%		.214	.277		.398	.523		.279	.357
2018	Sept/Oct	44	87.5	106.3	13.2	0	0.0%	14	31.8%		.245	.286		.347	.377		.253	.288
2018	1st Half	150	88.1	111.5	2.0	6	4.0%	54	36.0%		.242	.257		.389	.367		.296	.299
2018	2nd Half	143	88.4	108.1	13.8	9	6.3%	55	38.5%		.222	.273		.371	.447		.269	.324
Season	Batted Balls	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Grounders	146	87.0	111.5	-13.7	0	0.0%	50	34.2%		.185	.218		.199	.243		.168	.208
2018	Flies	85	88.2	111.1	40.6	15	17.6%	29	34.1%		.176	.232		.600	.657		.317	.367
2018	Liners	62	91.4	109.1	14.1	0	0.0%	30	48.4%		.661	.683		.903	.854		.669	.665
Season	Location	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	as R to Left	106	88.4	111.5	-2.0	8	7.5%	40	37.7%		.264	.304		.547	.518		.340	.354
2018	as R to Center	96	89.6	109.1	7.9	3	3.1%	43	44.8%		.260	.332		.323	.486		.252	.354
2018	as R to Right	91	86.9	106.3	19.4	4	4.4%	26	28.6%		.330	.333		.516	.470		.359	.346
2018	Pull	106	88.4	111.5	-2.0	8	7.5%	40	37.7%		.264	.304		.547	.518		.340	.354
2018	Center	96	89.6	109.1	7.9	3	3.1%	43	44.8%		.260	.332		.323	.486		.252	.354
2018	Opposite	91	86.9	106.3	19.4	4	4.4%	26	28.6%		.330	.333		.516	.470		.359	.346
Season	Leverage	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Low Leverage	163	88.4	111.5	10.1	8	4.9%	61	37.4%		.231	.270		.385	.418		.280	.315
2018	Medium Leverage	100	87.9	109.4	5.5	7	7.0%	40	40.0%		.280	.283		.464	.435		.341	.335
2018	High Leverage	30	88.8	103.5	3.4	0	0.0%	8	26.7%		.081	.171		.081	.235		.103	.204
Season	Through Count	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Through 3 - 0	8	90.5	106.2	18.0	2	25.0%	4	50.0%		.375	.460		.875	1.042		.576	.650
2018	Through 3 - 1	9	93.3	109.1	7.9	1	11.1%	5	55.6%		.364	.391		.818	.702		.566	.551
2018	Through 3 - 2	27	88.7	106.2	8.5	1	3.7%	13	48.1%		.216	.282		.324	.460		.329	.399
2018	Through 2 - 0	30	84.9	106.2	9.9	2	6.7%	8	26.7%		.324	.342		.529	.539		.412	.428
2018	Through 1 - 0	110	88.5	111.5	10.7	5	4.5%	40	36.4%		.237	.265		.382	.413		.293	.322
2018	Through 2 - 1	47	90.2	110.4	7.5	3	6.4%	19	40.4%		.258	.264		.403	.409		.333	.340
2018	Through 1 - 1	98	89.1	111.1	9.4	5	5.1%	42	42.9%		.208	.245		.354	.396		.267	.302
2018	Through 0 - 1	147	87.3	111.1	6.0	7	4.8%	53	36.1%		.226	.253		.363	.368		.273	.290
2018	Through 2 - 2	55	86.7	106.2	13.6	2	3.6%	20	36.4%		.188	.241		.271	.340		.229	.280
2018	Through 1 - 2	64	85.9	106.2	11.3	3	4.7%	19	29.7%		.173	.215		.255	.298		.208	.246
2018	Through 0 - 2	51	85.9	104.6	5.7	3	5.9%	14	27.5%		.177	.196		.253	.274		.203	.223
Season	Situational	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Bases Empty	175	88.3	111.1	8.9	7	4.0%	62	35.4%		.239	.262		.358	.391		.272	.299
2018	Men on Base	118	88.3	111.5	6.2	8	6.8%	47	39.8%		.223	.268		.417	.427		.301	.329
2018	Men In Scoring	77	89.3	110.4	4.9	4	5.2%	30	39.0%		.231	.273		.363	.397		.290	.324
Season	Position	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	as 2B	289	88.2	111.5	7.9	15	5.2%	107	37.0%		.232	.264		.382	.405		.283	.310
2018	as PH	4	97.8	106.0	-1.5	0	0.0%	2	50.0%		.250	.267		.250	.345		.314	.353
2018	as PR	0									.000			.000			.000
Season	Batting Order	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	Batting 1st	16	87.5	106.1	-5.3	0	0.0%	3	18.8%		.080	.194		.120	.237		.108	.212
2018	Batting 2nd	93	89.3	108.1	13.0	6	6.5%	36	38.7%		.227	.283		.373	.477		.270	.338
2018	Batting 3rd	1	76.9	76.9	1.0	0	0.0%	0	0.0%		.000	.178		.000	.210		.000	.190
2018	Batting 6th	7	83.7	102.9	9.4	0	0.0%	1	14.3%		.125	.210		.125	.234		.110	.194
2018	Batting 7th	11	88.3	109.4	7.4	1	9.1%	4	36.4%		.333	.311		.333	.459		.340	.376
2018	Batting 8th	45	88.5	104.3	11.9	1	2.2%	20	44.4%		.250	.295		.308	.410		.266	.328
2018	Batting 9th	120	87.9	111.5	3.9	7	5.8%	45	37.5%		.253	.250		.479	.381		.333	.300
Season	Shifts	Events	EV	maxEV	LA	Barrels	Barrel%	HardHit	HardHit%	divider	AVG	xBA	divider	SLG	xSLG	divider	wOBA	xwOBA
2018	No Shift	260	87.5	111.5	7.7	4	1.5%	89	34.2%		.242	.300		.312	.407		.238	.308
2018	Shift - All	22	91.0	106.3	-1.3	1	4.5%	10	45.5%		.409	.402		.500	.565		.393	.418
2018	Shift - Traditional	14	95.0	106.3	5.2	0	0.0%	7	50.0%		.357	.452		.429	.590		.340	.452
2018	Shift - Non Traditional	8	84.3	103.5	-11.9	1	12.5%	3	37.5%		.500	.321		.625	.523		.486	.363

BAL	CHW	ATH
BOS	CLE	HOU
NYY	DET	LAA
TBR	KCR	SEA
TOR	MIN	TEX

ATL	CHC	ARI
MIA	CIN	COL
NYM	MIL	LAD
PHI	PIT	SDP
WSN	STL	SFG