Datasets:

michaelmallari
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mlb-statcast-batters

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Split (1)

train · 1.1k rows

last_name, first_name stringlengths 8 22	player_id int64 120k 808k	year int64 2.02k 2.02k	player_age int64 20 41	ab int64 154 681	pa int64 186 753	hit int64 32 217	single int64 13 170	double int64 3 59	triple int64 0 14	home_run int64 0 62	strikeout int64 12 219	walk int64 5 145	k_percent float64 5.3 43.9	bb_percent float64 1.5 22.2	batting_avg float64 0.17 0.36	slg_percent float64 0.27 0.7	on_base_percent float64 0.24 0.49	on_base_plus_slg float64 0.54 1.19	isolated_power float64 0.05 0.38	babip float64 0.2 0.41	b_rbi int64 10 139	b_lob int64 44 323	b_total_bases int64 45 391	r_total_caught_stealing int64 0 18	r_total_stolen_base int64 0 73	b_ab_scoring int64 25 180	b_ball int64 177 1.24k	b_called_strike int64 67 718	b_catcher_interf int64 0 12	b_foul int64 98 664	b_foul_tip int64 1 48	b_game int64 44 162	b_gnd_into_dp int64 0 30	b_gnd_rule_double int64 0 10	b_hit_by_pitch int64 0 34	b_hit_ground int64 5 101	b_hit_fly int64 1 77	b_hit_into_play int64 96 599	b_hit_line_drive int64 11 120	b_hit_popup int64 0 4	b_out_fly int64 9 152	b_out_ground int64 26 245	b_out_line_drive int64 4 79	b_out_popup int64 2 74	b_intent_walk int64 0 25	b_interference int64 0 2	b_pinch_hit int64 0 37	b_pinch_run int64 0 6	b_pitchout int64 0 6	b_played_dh int64 0 152	b_sac_bunt int64 0 12	b_sac_fly int64 0 15	b_swinging_strike int64 24 453	r_caught_stealing_2b int64 0 13	r_caught_stealing_3b int64 0 6	r_pickoff_1b int64 0 6	r_pickoff_2b int64 0 3	r_pickoff_3b int64 0 1	r_run int64 13 149	r_stolen_base_2b int64 0 59	r_stolen_base_3b int64 0 16	b_total_ball int64 201 1.33k	b_total_sacrifices int64 0 18	b_total_strike int64 427 1.86k	b_total_swinging_strike int64 24 1.23k	b_total_pitches int64 661 3.22k	r_stolen_base_pct float64	r_total_pickoff int64 0 8	b_reached_on_error int64 0 14	b_walkoff int64 0 5	b_reached_on_int int64 0 12	xba float64 0.19 0.36	xslg float64 0.27 0.71	woba float64 0.24 0.48	xwoba float64 0.26 0.48	xobp float64 0.26 0.48	xiso float64 0.04 0.4	wobacon float64 0.25 0.6	xwobacon float64 0.26 0.64	bacon float64 0.24 0.46	xbacon float64 0.25 0.47	xbadiff float64 -0.05 0.07	xslgdiff float64 -0.12 0.15	wobadiff float64 -0.06 0.06	exit_velocity_avg float64 80.5 95.9	launch_angle_avg float64 -4.4 26.8	sweet_spot_percent float64 18.7 49.2	barrel int64 0 106	barrel_batted_rate float64 0 26.5	solidcontact_percent float64 0.8 18	flareburner_percent float64 15.6 34.4	poorlyunder_percent float64 9 41	poorlytopped_percent float64 15.3 55.9	poorlyweak_percent float64 0.4 12.4	hard_hit_percent float64 8.5 62.2	avg_best_speed float64 89.2 109	avg_hyper_speed float64 1.44 11.3	z_swing_percent float64 47.3 84.1	z_swing_miss_percent float64 4.4 35.6	oz_swing_percent float64 12.2 52.3	oz_swing_miss_percent float64 10.6 70.5	oz_contact_percent float64 29.5 89.4	out_zone_swing_miss int64 17 311	out_zone_swing int64 67 622	out_zone_percent float64 44.2 60.9	out_zone int64 344 1.73k	meatball_swing_percent float64 47.5 97.7	meatball_percent float64 4 9.7	pitch_count_offspeed int64 52 648	pitch_count_fastball int64 371 1.95k	pitch_count_breaking int64 127 983	pitch_count int64 661 3.22k	iz_contact_percent float64 64.4 95.6	in_zone_swing_miss int64 10 255	in_zone_swing int64 203 1.05k	in_zone_percent float64 39.1 55.8	in_zone int64 312 1.53k	edge_percent float64 36.8 46.9	edge int64 266 1.36k	whiff_percent float64 7.1 43.4	swing_percent float64 34 62.9	pull_percent float64 16.7 56.3	straightaway_percent float64 27.2 48.6	opposite_percent float64 13.4 43.4	batted_ball int64 96 599	f_strike_percent float64 49.8 71.2	groundballs_percent float64 25.4 68	groundballs int64 36 341	flyballs_percent float64 10.1 40.1	flyballs int64 15 200	linedrives_percent float64 11.9 35.6	linedrives int64 17 181	popups_percent float64 0.7 17.5	popups int64 2 75	pop_2b_sba_count float64 0 66 ⌀	pop_2b_sba float64 1.82 2.1 ⌀	pop_2b_sb float64 1.77 2.1 ⌀	pop_2b_cs float64 1.82 2.11 ⌀	pop_3b_sba_count float64 0 8 ⌀	pop_3b_sba float64 1.4 1.84 ⌀	pop_3b_sb float64 1.4 1.67 ⌀	pop_3b_cs float64 1.34 2.29 ⌀	exchange_2b_3b_sba float64 0.6 0.79 ⌀	maxeff_arm_2b_3b_sba float64 76.3 88.4 ⌀	n_outs_above_average float64 -26 28 ⌀	n_fieldout_5stars float64 0 7 ⌀	n_opp_5stars float64 0 37 ⌀	n_5star_percent float64 0 33.3 ⌀	n_fieldout_4stars float64 0 16 ⌀	n_opp_4stars float64 0 23 ⌀	n_4star_percent float64 0 100 ⌀	n_fieldout_3stars float64 0 31 ⌀	n_opp_3stars float64 0 33 ⌀	n_3star_percent float64 0 100 ⌀	n_fieldout_2stars float64 0 37 ⌀	n_opp_2stars float64 0 41 ⌀	n_2star_percent float64 0 100 ⌀	n_fieldout_1stars float64 0 45 ⌀	n_opp_1stars float64 0 47 ⌀	n_1star_percent float64 33.3 100 ⌀	rel_league_reaction_distance float64 -4 4.7 ⌀	rel_league_burst_distance float64 -6.6 2.3 ⌀	rel_league_routing_distance float64 -4.7 1.3 ⌀	rel_league_bootup_distance float64 -9.7 4.2 ⌀	f_bootup_distance float64 22 38.1 ⌀	n_bolts float64 1 149 ⌀	hp_to_1b float64 3.89 5.11 ⌀	sprint_speed float64 21.8 30.7	Unnamed: 175 float64
Tucker, Kyle	663,656	2,023	26	574	674	163	92	37	5	29	92	80	13.6	11.9	0.284	0.517	0.369	0.886	0.233	0.289	112	253	297	5	30	147	947	339	7	489	26	157	11	5	3	49	45	492	68	1	116	141	49	21	9	1	6	0	0	4	0	10	190	5	0	2	0	0	97	22	8	1,023	10	1,547	190	2,570	null	2	3	1	7	0.292	0.53	0.372	0.386	0.38	0.239	0.393	0.412	0.331	0.346	-0.008	-0.013	-0.014	90.2	14.8	35.4	52	10.6	8.1	24.8	27	25.4	3.9	45.9	100.798373	6.831133	71.8	12.6	21.6	38.7	60.6	106	274	49.4	1,270	85.8	7.4	411	1,403	652	2,570	87.3	118	934	50.6	1,300	43.1	1,107	18.5	47	44.1	32.7	23.2	492	62.5	38.6	190	32.7	161	24.2	119	4.5	22	null	null	null	null	null	null	null	null	null	null	-6	1	24	4.2	3	15	20	9	21	42.9	21	25	84	35	38	92.1	-0.4	-0.7	0.3	-0.8	32.2	null	4.51	26.6	null
McNeil, Jeff	643,446	2,023	31	585	648	158	119	25	4	10	65	39	10	6	0.27	0.378	0.333	0.711	0.108	0.288	55	225	221	0	10	129	706	268	0	473	15	156	5	2	18	58	15	526	84	1	101	164	51	52	0	0	0	0	0	0	3	3	125	0	0	0	0	0	75	9	1	763	6	1,430	125	2,193	null	0	3	0	0	0.251	0.34	0.314	0.294	0.316	0.09	0.311	0.285	0.302	0.281	0.019	0.038	0.02	86	14.4	32.1	7	1.3	5.7	24.9	30.6	30.4	6.8	27.4	95.984354	4.004151	75.9	7.4	29.9	28.8	70.9	94	326	49.7	1,091	85.1	7	286	1,338	495	2,193	91.9	62	836	50.3	1,102	42	922	13.4	53	37.5	35.4	27.2	526	63.4	42.2	222	22.1	116	25.7	135	10.1	53	null	null	null	null	null	null	null	null	null	null	2	0	10	0	3	6	50	6	7	85.7	5	6	83.3	14	15	93.3	0.2	0.6	0.4	1.2	34.5	1	4.15	27.4	null
Garcia, Maikel	672,580	2,023	23	464	515	126	98	20	4	4	115	38	22.3	7.4	0.272	0.358	0.323	0.681	0.086	0.344	50	160	166	7	23	109	686	406	0	325	13	123	9	0	2	52	9	360	65	0	57	122	38	15	0	0	2	1	1	5	1	10	147	3	4	2	1	1	59	17	6	726	11	1,263	147	1,989	null	4	3	0	0	0.274	0.393	0.299	0.319	0.33	0.119	0.35	0.38	0.351	0.361	-0.002	-0.035	-0.02	91.8	6.1	36.9	14	3.9	9.4	31.7	16.1	35.3	2.8	50.6	101.538605	7.500565	63.6	15.6	20.6	32.8	66.2	64	195	47.7	948	74.3	8.4	162	1,200	527	1,989	84	103	662	52.3	1,041	42.6	848	19.5	43.1	29.4	42.8	27.8	360	64.5	48.3	174	18.3	66	29.2	105	4.2	15	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	6	4.44	28.2	null