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renumics
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f1_demo_dataset

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train · 201 rows

Time duration[ns]	Driver stringclasses 3 values	DriverNumber stringclasses 3 values	LapTime float64 75.6 150	LapNumber float64 1 70	Stint float64 1 3	PitOutTime duration[ns]	PitInTime duration[ns]	Sector1Time float64 21 42.5 ⌀	Sector2Time float64 24 56.6	Sector3Time float64 30.1 69	Sector1SessionTime duration[ns]	Sector2SessionTime duration[ns]	Sector3SessionTime duration[ns]	SpeedI1 float64 89 258 ⌀	SpeedI2 float64 88 282	SpeedFL float64 133 295 ⌀	SpeedST float64 93 336	IsPersonalBest bool 2 classes	Compound stringclasses 3 values	TyreLife float64 1 37	FreshTyre bool 2 classes	Team stringclasses 2 values	LapStartTime duration[ns]	LapStartDate timestamp[ns]	TrackStatus stringclasses 7 values	Position float64 1 19	Deleted bool 1 class	DeletedReason stringclasses 1 value	FastF1Generated bool 1 class	IsAccurate bool 2 classes	speed sequencelengths 2 2	throttle sequencelengths 2 2	drs sequencelengths 2 2	nGear sequencelengths 2 2	brake sequencelengths 2 2	x sequencelengths 2 2	y sequencelengths 2 2	z sequencelengths 2 2	distance_driver sequencelengths 2 2	speed_emb sequencelengths 882 882	brake_emb sequencelengths 882 882	throttle_emb sequencelengths 882 882	x_emb float64	y_emb float64	z_emb float64	gear_vis stringlengths 31 33	speed_vis stringlengths 26 28	portrait stringclasses 3 values	brake_emb_reduced sequencelengths 2 2	__index_level_0__ int64 0 200
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1:04:46.911000	VER	1	78.075	2	1	null	null	21.686	25.051	31.338	1:03:50.522000	1:04:15.573000	1:04:46.911000	243	270	275	301	true	MEDIUM	2	true	Red Bull Racing	1:03:28.836000	2023-06-18T18:04:28.842000	1	1	false		false	true	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[278.0,278.0,278.0,278.0,278.0,278.0,278.1311751425401,278.36076990777946,278.59036467301877,278.819(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_1.png	imgs/speed/speed_vis_1.png	imgs/driver/VER.jpg	[ 9.902015686035156, -1.8040274381637573 ]	1
1:06:04.678000	VER	1	77.767	3	1	null	null	21.626	24.909	31.232	1:05:08.537000	1:05:33.446000	1:06:04.678000	246	271	276	300	true	MEDIUM	3	true	Red Bull Racing	1:04:46.911000	2023-06-18T18:05:46.917000	1	1	false		false	true	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[279.0,279.0,279.0,279.433212699356,279.8702113891355,280.0,280.0655380896897,280.522785803102,280.9(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_2.png	imgs/speed/speed_vis_2.png	imgs/driver/VER.jpg	[ 10.624198913574219, -3.003828763961792 ]	2
1:07:21.881000	VER	1	77.203	4	1	null	null	21.438	24.716	31.049	1:06:26.116000	1:06:50.832000	1:07:21.881000	250	269	276	301	true	MEDIUM	4	true	Red Bull Racing	1:06:04.678000	2023-06-18T18:07:04.684000	1	1	false		false	true	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[280.0,280.0,280.0,280.0,280.0,280.6436170212766,281.4414893617021,282.0,282.0,282.0,282.0,282.0,282(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_3.png	imgs/speed/speed_vis_3.png	imgs/driver/VER.jpg	[ 10.201083183288574, -1.0347868204116821 ]	3
1:08:39.252000	VER	1	77.371	5	1	null	null	21.493	24.718	31.16	1:07:43.374000	1:08:08.092000	1:08:39.252000	null	268	275	302	false	MEDIUM	5	true	Red Bull Racing	1:07:21.881000	2023-06-18T18:08:21.887000	1	1	false		false	true	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[[0.1857419197651229,12.453325721420846,14.096111111111105,29.76277777777777,31.252766993987606,59.5(...TRUNCATED)	[278.0,278.0,278.0,278.39243735018016,278.8000155726599,281.057695035461,281.3768439716312,281.69599(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_4.png	imgs/speed/speed_vis_4.png	imgs/driver/VER.jpg	[ 10.323925971984863, -2.0249626636505127 ]	4
1:09:56.859000	VER	1	77.607	6	1	null	null	21.609	24.763	31.235	1:09:00.861000	1:09:25.624000	1:09:56.859000	239	272	275	301	false	MEDIUM	6	true	Red Bull Racing	1:08:39.252000	2023-06-18T18:09:39.258000	1	1	false		false	true	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[[0.4321693066020922,1.0533333333333275,4.005769454051095,13.34970442137853,32.19749999999999,33.765(...TRUNCATED)	[277.0,277.0,277.0,279.1064038383642,279.64151030234143,280.08755907669615,280.3528420897224,280.618(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_5.png	imgs/speed/speed_vis_5.png	imgs/driver/VER.jpg	[ 10.292738914489746, -4.093147277832031 ]	5
1:11:14.424000	VER	1	77.565	7	1	null	null	21.6	24.77	31.195	1:10:18.459000	1:10:43.229000	1:11:14.424000	238	272	276	300	false	MEDIUM	7	true	Red Bull Racing	1:09:56.859000	2023-06-18T18:10:56.865000	2	1	false		false	true	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[[0.10420530240886317,9.433333333333332,21.87777777777778,28.062550191593367,40.66519500525506,40.82(...TRUNCATED)	[279.0,279.0,279.0,279.52478588367126,280.0,280.0,280.0,280.5048241088464,281.15373358823115,281.550(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_6.png	imgs/speed/speed_vis_6.png	imgs/driver/VER.jpg	[ 10.523689270019531, -2.5161352157592773 ]	6
1:12:47.079000	VER	1	92.655	8	1	null	null	28.067	33.169	31.419	1:11:42.491000	1:12:15.660000	1:12:47.079000	172	229	275	302	false	MEDIUM	8	true	Red Bull Racing	1:11:14.424000	2023-06-18T18:12:14.430000	267	1	false		false	false	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[[0.30564181186351735,1.393975660741206,3.0263888888888886,15.387643920658073,18.581944444444442,32.(...TRUNCATED)	[277.0,277.0,277.0,280.0,280.0,280.0,280.10129235940485,280.4584446550538,280.81559695070274,281.503(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,93.(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_7.png	imgs/speed/speed_vis_7.png	imgs/driver/VER.jpg	[ 7.716827392578125, -3.5342202186584473 ]	7
1:14:04.574000	VER	1	77.495	9	1	null	null	21.715	24.787	30.993	1:13:08.794000	1:13:33.581000	1:14:04.574000	238	269	274	303	false	MEDIUM	9	true	Red Bull Racing	1:12:47.079000	2023-06-18T18:13:47.085000	1	1	false		false	true	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[[-0.0017993198555208423,17.14388888888889,18.546381687473218,29.632777777777775,32.60065191455092,4(...TRUNCATED)	[278.0,278.0,278.000104942994,278.2917234501736,278.5833419573531,278.8749604645327,280.131117299137(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_8.png	imgs/speed/speed_vis_8.png	imgs/driver/VER.jpg	[ 9.732629776000977, -1.3606796264648438 ]	8
1:15:21.933000	VER	1	77.359	10	1	null	null	21.577	24.746	31.036	1:14:26.151000	1:14:50.897000	1:15:21.933000	239	269	276	302	false	MEDIUM	10	true	Red Bull Racing	1:14:04.574000	2023-06-18T18:15:04.580000	1	1	false		false	true	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[276.0,276.0,276.0,277.13849755878095,277.6863999891233,278.2256820336037,278.7534261985084,279.1912(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)	[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100(...TRUNCATED)	null	null	null	imgs/gears/gear_shift_vis_9.png	imgs/speed/speed_vis_9.png	imgs/driver/VER.jpg	[ 7.634118556976318, -1.8329572677612305 ]	9

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