Split (1)

train · 1.25M rows

pitch_type string	game_date string	release_speed float64	release_pos_x float64	release_pos_z float64	player_name string	batter int64	pitcher int64	events string	description string	zone int64	des string	game_type string	stand string	p_throws string	home_team string	away_team string	type string	hit_location int64	bb_type string	balls int64	strikes int64	game_year int64	pfx_x float64	pfx_z float64	plate_x float64	plate_z float64	on_2b int64	outs_when_up int64	inning int64	inning_topbot string	hc_x float64	hc_y float64	vx0 float64	vy0 float64	vz0 float64	ax float64	ay float64	az float64	sz_top float64	sz_bot float64	hit_distance_sc int64	launch_speed float64	launch_angle int64	effective_speed float64	release_spin_rate int64	release_extension float64	game_pk int64	fielder_2 int64	fielder_3 int64	fielder_4 int64	fielder_5 int64	fielder_6 int64	fielder_7 int64	fielder_8 int64	fielder_9 int64	release_pos_y float64	estimated_ba_using_speedangle float64	estimated_woba_using_speedangle float64	woba_value float64	woba_denom int64	babip_value int64	iso_value int64	launch_speed_angle int64	at_bat_number int64	pitch_number int64	pitch_name string	home_score int64	away_score int64	bat_score int64	fld_score int64	post_away_score int64	post_home_score int64	post_bat_score int64	post_fld_score int64	if_fielding_alignment string	of_fielding_alignment string	spin_axis int64	delta_home_win_exp float64	delta_run_exp float64	bat_speed float64	swing_length float64	estimated_slg_using_speedangle float64	delta_pitcher_run_exp float64	hyper_speed float64	home_score_diff int64	bat_score_diff int64	home_win_exp float64	bat_win_exp float64	age_pit_legacy int64	age_bat_legacy int64	age_pit int64	age_bat int64	n_thruorder_pitcher int64	n_priorpa_thisgame_player_at_bat int64	api_break_z_with_gravity float64	api_break_x_arm float64	api_break_x_batter_in float64	attack_angle float64	attack_direction float64	swing_path_tilt float64	intercept_ball_minus_batter_pos_x_inches float64	intercept_ball_minus_batter_pos_y_inches float64
SL	2025-07-23 00:00:00	81.6	-1.64	5.66	Iglesias, Raisel	573,262	628,452		foul	14	Mike Yastrzemski called out on strikes.	R	L	R	ATL	SF	S	0		1	2	2,025	0.98	0.49	0.83	1.79	0	0	9	Top	0	0	3.679723	-118.904144	-3.118605	8.626558	22.140895	-27.092309	3.38	1.6	266	92.7	19	81.6	2,571	6.1	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.37	0	0	0	0	0	0	0	76	4	Slider	3	9	9	3	9	3	9	3	Infield shade	Standard	59	0	0	69.9	8.7	0	0	92.7	-6	6	0.002	0.998	35	34	35	35	1	4	2.91	-0.98	0.98	27.256199	-47.257637	36.250254	24.707613	54.342885
FF	2025-07-23 00:00:00	92.4	-1.79	5.65	Iglesias, Raisel	573,262	628,452	strikeout	called_strike	11	Mike Yastrzemski called out on strikes.	R	L	R	ATL	SF	S	2		1	2	2,025	-0.76	1.35	-0.92	2.81	0	0	9	Top	0	0	3.842919	-134.527237	-4.335942	-10.058182	29.033786	-15.056747	3.39	1.52	0	0	0	92.1	2,312	6.1	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.42	0	0	0	1	0	0	0	76	5	4-Seam Fastball	3	9	9	3	9	3	9	3	Infield shade	Standard	225	0	-0.186	0	0	0	0.186	0	-6	6	0.002	0.998	35	34	35	35	1	4	1.32	0.76	-0.76	0	0	0	0	0
FF	2025-07-23 00:00:00	93	-1.56	5.64	Iglesias, Raisel	669,477	628,452	field_out	hit_into_play	9	Casey Schmitt pops out to first baseman Matt Olson.	R	R	R	ATL	SF	X	3	popup	0	0	2,025	-0.49	1.23	0.8	1.97	0	1	9	Top	161.89	159.69	7.092114	-135.198518	-6.345388	-7.519302	27.754077	-15.888547	3.43	1.6	136	78.9	67	92.9	2,356	6.2	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.33	0.003	0.003	0	1	0	0	3	77	1	4-Seam Fastball	3	9	9	3	9	3	9	3	Standard	Standard	220	0.001	-0.256	77.5	8.5	0.004	0.256	88	-6	6	0.002	0.998	35	26	35	26	1	4	1.4	0.49	0.49	17.429064	-14.687947	38.372396	40.729127	35.653895
SI	2025-07-23 00:00:00	93.5	-1.73	5.53	Iglesias, Raisel	642,086	628,452		ball	13	Dominic Smith called out on strikes.	R	L	R	ATL	SF	B	0		0	0	2,025	-1.39	0.65	-0.11	0.91	0	2	9	Top	0	0	7.198952	-135.879249	-7.551692	-18.814153	28.806414	-22.715413	3.25	1.53	0	0	0	93.1	2,360	6.1	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.44	0	0	0	0	0	0	0	78	1	Sinker	3	9	9	3	9	3	9	3	Infield shade	Standard	229	0	0.04	0	0	0	-0.04	0	-6	6	0.003	0.997	35	30	35	30	1	4	1.96	1.39	-1.39	0	0	0	0	0
CH	2025-07-23 00:00:00	87.5	-1.8	5.48	Iglesias, Raisel	642,086	628,452		ball	13	Dominic Smith called out on strikes.	R	L	R	ATL	SF	B	0		1	0	2,025	-1.4	0.24	-1.14	1.23	0	2	9	Top	0	0	4.444728	-127.332526	-4.585698	-16.12954	25.66022	-28.86392	3.34	1.58	0	0	0	87.3	2,021	6.1	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.41	0	0	0	0	0	0	0	78	2	Changeup	3	9	9	3	9	3	9	3	Infield shade	Standard	250	0	0.068	0	0	0	-0.068	0	-6	6	0.003	0.997	35	30	35	30	1	4	2.74	1.4	-1.4	0	0	0	0	0
CH	2025-07-23 00:00:00	87.5	-1.68	5.46	Iglesias, Raisel	642,086	628,452		swinging_strike	13	Dominic Smith called out on strikes.	R	L	R	ATL	SF	S	0		2	0	2,025	-1.51	0.23	-0.28	0.7	0	2	9	Top	0	0	6.460934	-127.222482	-5.793629	-17.67922	25.908308	-28.705196	3.28	1.55	0	0	0	87.4	2,053	6.2	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.27	0	0	0	0	0	0	0	78	3	Changeup	3	9	9	3	9	3	9	3	Infield shade	Standard	247	0	-0.061	41.8	7.5	0	0.061	0	-6	6	0.003	0.997	35	30	35	30	1	4	2.75	1.51	-1.51	25.918366	-18.726242	38.019833	37.651265	49.52179
SI	2025-07-23 00:00:00	93.4	-1.59	5.65	Iglesias, Raisel	642,086	628,452		swinging_strike	5	Dominic Smith called out on strikes.	R	L	R	ATL	SF	S	0		2	1	2,025	-1.33	0.85	0.15	2.63	0	2	9	Top	0	0	7.35586	-135.806316	-3.900524	-18.026734	28.673883	-21.020119	3.28	1.55	0	0	0	93.1	2,316	6.1	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.4	0	0	0	0	0	0	0	78	4	Sinker	3	9	9	3	9	3	9	3	Infield shade	Standard	223	0	-0.084	74.4	7.5	0	0.084	0	-6	6	0.003	0.997	35	30	35	30	1	4	1.76	1.33	-1.33	25.456012	-29.76231	32.66033	33.439404	47.395173
CH	2025-07-23 00:00:00	88.8	-1.65	5.42	Iglesias, Raisel	642,086	628,452	strikeout	called_strike	8	Dominic Smith called out on strikes.	R	L	R	ATL	SF	S	2		2	2	2,025	-1.33	0.44	-0.26	1.48	0	2	9	Top	0	0	6.167767	-129.104248	-4.489601	-16.158277	26.7458	-26.481228	3.14	1.53	0	0	0	88.4	2,079	6.1	777,041	669,221	621,566	645,277	805,373	669,397	595,777	671,739	642,201	54.45	0	0	0	1	0	0	0	78	5	Changeup	3	9	9	3	9	3	9	3	Infield shade	Standard	253	0	-0.219	0	0	0	0.219	0	-6	6	0.003	0.997	35	30	35	30	1	4	2.45	1.33	-1.33	0	0	0	0	0
SI	2025-07-23 00:00:00	83.2	-3.76	1.44	Rogers, Tyler	542,303	643,511		foul	8	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	S	0		0	0	2,025	-0.2	-1.08	-0.08	2.05	0	0	9	Bot	0	0	8.743917	-120.346307	9.982609	-3.603077	23.393738	-44.90732	3.58	1.74	264	88.7	49	82.5	1,908	6.2	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.34	0	0	0	0	0	0	0	79	1	Sinker	3	9	3	9	9	3	3	9	Standard	Standard	314	0	-0.037	73.8	7.2	0	0.037	88.7	-6	-6	0.003	0.003	34	34	35	35	1	0	4.41	0.2	0.2	5.658686	0.496562	40.980833	35.101019	29.790099
SL	2025-07-23 00:00:00	74.5	-3.66	1.51	Rogers, Tyler	542,303	643,511		ball	14	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	B	0		0	1	2,025	1.01	0.84	2.12	1.65	0	0	9	Bot	0	0	9.978291	-107.840393	6.114875	5.998659	20.214362	-27.110192	3.68	1.72	0	0	0	73.5	2,452	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.46	0	0	0	0	0	0	0	79	2	Slider	3	9	3	9	9	3	3	9	Standard	Standard	119	0	0.025	0	0	0	-0.025	0	-6	-6	0.003	0.003	34	34	35	35	1	0	3.33	-1.01	-1.01	0	0	0	0	0
SI	2025-07-23 00:00:00	83.5	-3.76	1.42	Rogers, Tyler	542,303	643,511		swinging_strike	13	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	S	0		1	1	2,025	0.01	-0.94	-0.35	1.26	0	0	9	Bot	0	0	7.748281	-120.93065	7.940845	-1.492086	25.267186	-43.316496	3.58	1.74	0	0	0	82.4	1,887	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.49	0	0	0	0	0	0	0	79	3	Sinker	3	9	3	9	9	3	3	9	Standard	Standard	322	0	-0.056	72.7	6.9	0	0.056	0	-6	-6	0.003	0.003	34	34	35	35	1	0	4.26	-0.01	-0.01	-3.657047	10.822062	55.030272	31.432971	21.479165
SI	2025-07-23 00:00:00	83.2	-3.7	1.47	Rogers, Tyler	542,303	643,511		foul	14	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	S	0		1	2	2,025	0.17	-0.98	1.27	1.96	0	0	9	Bot	0	0	10.924728	-120.159891	9.577987	-0.707906	25.777048	-44.042677	3.58	1.74	210	72.9	47	81.9	1,895	6.1	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.41	0	0	0	0	0	0	0	79	4	Sinker	3	9	3	9	9	3	3	9	Standard	Standard	327	0	0	68	7.6	0	0	88	-6	-6	0.003	0.003	34	34	35	35	1	0	4.35	-0.17	-0.17	20.489704	17.114495	34.273767	49.340176	27.386188
SL	2025-07-23 00:00:00	73.9	-3.64	1.49	Rogers, Tyler	542,303	643,511		ball	14	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	B	0		1	2	2,025	0.94	1.22	2.15	2.32	0	0	9	Bot	0	0	10.044343	-106.838159	6.948017	5.20814	20.673077	-24.616765	3.68	1.69	0	0	0	72.7	2,541	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.46	0	0	0	0	0	0	0	79	5	Slider	3	9	3	9	9	3	3	9	Standard	Standard	118	0	0.04	0	0	0	-0.04	0	-6	-6	0.003	0.003	34	34	35	35	1	0	3.05	-0.94	-0.94	0	0	0	0	0
SI	2025-07-23 00:00:00	84.3	-3.76	1.49	Rogers, Tyler	542,303	643,511		ball	14	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	B	0		2	2	2,025	-0.41	-1	1.42	2.62	0	0	9	Bot	0	0	12.668038	-121.459803	11.048302	-6.539765	24.26008	-44.755862	3.7	1.72	0	0	0	83.1	2,003	6.1	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.39	0	0	0	0	0	0	0	79	6	Sinker	3	9	3	9	9	3	3	9	Standard	Standard	323	0	0.107	0	0	0	-0.107	0	-6	-6	0.003	0.003	34	34	35	35	1	0	4.27	0.41	0.41	0	0	0	0	0
SL	2025-07-23 00:00:00	74	-3.81	1.48	Rogers, Tyler	542,303	643,511	strikeout	called_strike	11	Marcell Ozuna called out on strikes.	R	R	R	ATL	SF	S	2		3	2	2,025	0.74	0.86	-0.9	2.73	0	0	9	Bot	0	0	4.625654	-107.256307	8.348643	4.875824	19.299089	-27.346158	3.68	1.72	0	0	0	73.4	2,339	6.1	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.35	0	0	0	1	0	0	0	79	7	Slider	3	9	3	9	9	3	3	9	Standard	Standard	126	-0.002	-0.333	0	0	0	0.333	0	-6	-6	0.003	0.003	34	34	35	35	1	0	3.35	-0.74	-0.74	0	0	0	0	0
SL	2025-07-23 00:00:00	73.4	-3.72	1.49	Rogers, Tyler	595,777	643,511		foul	2	Jurickson Profar doubles (6) on a sharp line drive to center fielder Luis Matos.	R	L	R	ATL	SF	S	0		0	0	2,025	0.7	1.06	0.17	3.33	0	1	9	Bot	0	0	6.600025	-106.268268	9.24743	4.134138	18.669606	-26.043768	3.37	1.66	93	59.8	11	72.7	2,423	6.1	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.38	0	0	0	0	0	0	0	80	1	Slider	3	9	3	9	9	3	3	9	Standard	Strategic	122	0	-0.037	0	0	0	0.037	88	-6	-6	0.001	0.001	34	32	35	32	1	4	3.22	-0.7	0.7	0	0	0	0	0
SI	2025-07-23 00:00:00	85.3	-3.74	1.37	Rogers, Tyler	595,777	643,511		foul	9	Jurickson Profar doubles (6) on a sharp line drive to center fielder Luis Matos.	R	L	R	ATL	SF	S	0		0	1	2,025	-0.17	-1.32	0.79	1.97	0	1	9	Bot	0	0	10.837088	-123.157541	10.375341	-3.904341	25.185393	-48.118064	3.37	1.66	2	74.7	-38	84.1	2,016	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.52	0	0	0	0	0	0	0	80	2	Sinker	3	9	3	9	9	3	3	9	Standard	Strategic	328	0	-0.057	69.9	7	0	0.057	88	-6	-6	0.001	0.001	34	32	35	32	1	4	4.51	0.17	-0.17	6.159658	2.090483	36.647849	26.104972	29.68061
SI	2025-07-23 00:00:00	84.1	-3.72	1.34	Rogers, Tyler	595,777	643,511	double	hit_into_play	8	Jurickson Profar doubles (6) on a sharp line drive to center fielder Luis Matos.	R	L	R	ATL	SF	X	8	line_drive	0	2	2,025	-0.06	-1.13	0.2	2.13	0	1	9	Bot	164.25	76.59	9.095628	-121.641766	10.430167	-2.344867	23.39718	-45.777317	3.37	1.66	318	105.1	16	83.2	1,949	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.49	0.609	0.693	1.25	1	1	1	5	80	3	Sinker	3	9	3	9	9	3	3	9	Standard	Strategic	333	0.002	0.751	75.6	7.2	1.048	-0.751	105.1	-6	-6	0.001	0.001	34	32	35	32	1	4	4.39	0.06	-0.06	8.137938	1.449659	34.524173	32.535434	34.743883
SI	2025-07-23 00:00:00	83.7	-3.63	1.42	Rogers, Tyler	621,566	643,511		foul	5	Matt Olson lines out to left fielder Heliot Ramos.	R	L	R	ATL	SF	S	0		0	0	2,025	-0.15	-1	-0.1	2.43	595,777	1	9	Bot	0	0	8.357933	-121.135785	10.671906	-2.96158	21.960331	-44.290966	3.58	1.77	247	86	25	83.2	1,993	6.1	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.41	0	0	0	0	0	0	0	81	1	Sinker	3	9	3	9	9	3	3	9	Standard	Standard	329	0	-0.036	63.7	6.4	0	0.036	88	-6	-6	0.003	0.003	34	31	35	31	1	4	4.27	0.15	-0.15	-12.135428	26.1161	36.100208	39.210634	18.411465
SI	2025-07-23 00:00:00	83.5	-3.68	1.37	Rogers, Tyler	621,566	643,511	field_out	hit_into_play	8	Matt Olson lines out to left fielder Heliot Ramos.	R	L	R	ATL	SF	X	7	line_drive	0	1	2,025	-0.16	-0.79	0	1.77	595,777	1	9	Bot	67.48	95.5	8.667134	-120.964665	8.786908	-2.999886	20.373566	-41.781249	3.58	1.77	295	99.7	16	82.9	1,961	5.8	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.65	0.537	0.562	0	1	0	0	4	81	2	Sinker	3	9	3	9	9	3	3	9	Strategic	Standard	327	-0.003	-0.226	71.4	7.4	0.793	0.226	99.7	-6	-6	0.003	0.003	34	31	35	31	1	4	4.05	0.16	-0.16	-1.201536	11.960876	36.163226	38.448058	27.27669
SI	2025-07-23 00:00:00	84.1	-3.7	1.45	Rogers, Tyler	686,948	643,511		called_strike	2	Drake Baldwin grounds out, shortstop Willy Adames to first baseman Dominic Smith.	R	L	R	ATL	SF	S	0		0	0	2,025	-0.21	-0.68	0.12	3.01	595,777	2	9	Bot	0	0	9.208409	-121.668658	11.21799	-3.601792	19.058996	-41.162974	3.55	1.58	0	0	0	84	1,999	6.1	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.38	0	0	0	0	0	0	0	82	1	Sinker	3	9	3	9	9	3	3	9	Standard	Strategic	319	0	-0.04	0	0	0	0.04	0	-6	-6	0	0	34	24	35	24	1	4	3.89	0.21	-0.21	0	0	0	0	0
SL	2025-07-23 00:00:00	74.6	-3.87	1.38	Rogers, Tyler	686,948	643,511		swinging_strike	11	Drake Baldwin grounds out, shortstop Willy Adames to first baseman Dominic Smith.	R	L	R	ATL	SF	S	0		0	1	2,025	0.57	0.77	-0.41	3.51	595,777	2	9	Bot	0	0	6.027419	-108.027488	10.125357	3.634257	16.22121	-27.852381	3.35	1.64	0	0	0	74.3	2,397	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.49	0	0	0	0	0	0	0	82	2	Slider	3	9	3	9	9	3	3	9	Standard	Strategic	113	0	-0.067	68	5.4	0	0.067	0	-6	-6	0	0	34	24	35	24	1	4	3.32	-0.57	0.57	-2.349464	47.133901	22.419802	39.541169	10.095727
SI	2025-07-23 00:00:00	84.9	-3.84	1.42	Rogers, Tyler	686,948	643,511		ball	12	Drake Baldwin grounds out, shortstop Willy Adames to first baseman Dominic Smith.	R	L	R	ATL	SF	B	0		0	2	2,025	-0.12	-0.76	0.06	3.61	595,777	2	9	Bot	0	0	9.263718	-122.64537	12.811935	-2.747086	19.989374	-42.3429	3.48	1.58	0	0	0	84.5	2,033	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.47	0	0	0	0	0	0	0	82	3	Sinker	3	9	3	9	9	3	3	9	Standard	Strategic	323	0	0.018	0	0	0	-0.018	0	-6	-6	0	0	34	24	35	24	1	4	3.92	0.12	-0.12	0	0	0	0	0
SI	2025-07-23 00:00:00	83.5	-3.61	1.37	Rogers, Tyler	686,948	643,511	field_out	hit_into_play	14	Drake Baldwin grounds out, shortstop Willy Adames to first baseman Dominic Smith.	R	L	R	ATL	SF	X	6	ground_ball	1	2	2,025	-0.13	-0.77	1.04	2.47	595,777	2	9	Bot	118.82	161.3	10.807644	-120.7381	10.35401	-3.072318	19.634793	-41.820036	3.35	1.64	44	47.7	5	83	2,018	6	777,041	672,275	642,086	689,172	669,477	642,715	671,218	682,641	573,262	54.54	0.131	0.104	0	1	0	0	1	82	4	Sinker	3	9	3	9	9	3	3	9	Strategic	Strategic	334	0	-0.211	66.5	5.6	0.137	0.211	88	-6	-6	0	0	34	24	35	24	1	4	4.03	0.13	-0.13	-15.27946	19.065945	42.083731	21.13013	22.616788

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