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renumics
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f1_dataset

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train · 1.32k rows

Time unknown	Driver stringclasses 20 values	DriverNumber stringclasses 20 values	LapTime unknown	LapNumber float64 1 70	Stint float64 1 3	PitOutTime unknown	PitInTime unknown	Sector1Time unknown	Sector2Time unknown	Sector3Time unknown	Sector1SessionTime unknown	Sector2SessionTime unknown	Sector3SessionTime unknown	SpeedI1 float64 86 261 ⌀	SpeedI2 float64 56 286 ⌀	SpeedFL float64 120 301 ⌀	SpeedST float64 82 343 ⌀	IsPersonalBest bool 2 classes	Compound stringclasses 3 values	TyreLife float64 1 68	FreshTyre bool 2 classes	Team stringclasses 10 values	LapStartTime unknown	LapStartDate unknown	TrackStatus stringclasses 7 values	Position float64 1 20 ⌀	Deleted bool 2 classes	FastF1Generated bool 2 classes	IsAccurate bool 2 classes	DistanceToDriverAhead sequencelengths 2 2	RPM sequencelengths 2 2	Speed sequencelengths 2 2	nGear sequencelengths 2 2	Throttle sequencelengths 2 2	Brake sequencelengths 2 2	DRS sequencelengths 2 2	X sequencelengths 2 2	Y sequencelengths 2 2	Z sequencelengths 2 2	RPM_emb sequencelengths 882 882	Speed_emb sequencelengths 882 882	nGear_emb sequencelengths 882 882	Throttle_emb sequencelengths 882 882	Brake_emb sequencelengths 882 882	X_emb sequencelengths 882 882	Y_emb sequencelengths 882 882	Z_emb sequencelengths 882 882
"1:03:28.836000"	VER	1	"0:01:23.080000"	1	1	null	null	null	"0:00:25.105000"	"0:00:31.257000"	null	"1:02:57.649000"	"1:03:28.914000"	250	267	274	300	false	MEDIUM	1	true	Red Bull Racing	"1:02:05.478000"	"2023-06-18T18:03:05.484000"	1	1	false	false	false	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[[-0.01512496140787405,-0.02241711415543901,-0.026930395070697177,0.0,0.10125155315944162,0.43295013(...TRUNCATED)	[9812.0,9812.0,9515.0,4555.015512710859,6192.856209150326,8088.720896614993,8274.274876489864,9688.4(...TRUNCATED)	[0.0,0.0,0.0,31.03174223906167,46.69934640522875,59.269369261683224,63.93152956004683,80.52532341227(...TRUNCATED)	[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0,2.426308385478634,3.0,3.0,3.0,3.0,3.0,3.060(...TRUNCATED)	[16.0,16.0,16.0,24.03174223906167,38.85620915032679,46.16162155700994,48.9589177360281,59.6835489415(...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)	[3299.0,3299.0,3299.0,3308.515871119531,3318.9281045751636,3324.269369261683,3328.931529560047,3339.(...TRUNCATED)	[1208.0,1208.0,1208.0,1166.9365155218766,1112.8169934640523,1083.6531536915838,1060.3423521997659,10(...TRUNCATED)	[128.0,128.0,129.0,129.0,127.0,128.1077477046733,129.97261182401874,128.4388170194947,127.1776497865(...TRUNCATED)
"1:04:46.911000"	VER	1	"0:01:18.075000"	2	1	null	null	"0:00:21.686000"	"0:00:25.051000"	"0:00:31.338000"	"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)	[[-0.0020315433188488052,14.050397392708824,17.14333333333333,38.920833333333334,41.95162557259469,5(...TRUNCATED)	[11033.0,11033.0,11033.001734826054,11037.271459318035,11041.541183810017,11052.368553055252,11083.0(...TRUNCATED)	[278.0,278.0,278.0,278.0,278.0,278.0,278.1311751425401,278.36076990777946,278.59036467301877,278.819(...TRUNCATED)	[7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0(...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)	[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)	[3356.0,3356.0,3356.0026022390794,3362.407188977053,3368.8117757150267,3374.9210691319067,3379.22997(...TRUNCATED)	[898.0,898.0,897.9796157938772,847.8103530130836,797.64109023229,745.9471704171216,683.8774346611564(...TRUNCATED)	[131.0,131.0,130.99956629348674,129.93213517049114,128.86470404749554,127.69297695603116,126.8688248(...TRUNCATED)
"1:06:04.678000"	VER	1	"0:01:17.767000"	3	1	null	null	"0:00:21.626000"	"0:00:24.909000"	"0:00:31.232000"	"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)	[[0.04331809810929266,11.485,19.28334152618733,30.218333333333334,41.16892863573634,55.285,64.729410(...TRUNCATED)	[11008.0,11008.0,11008.0,11007.566787300644,11007.129788610864,11034.494948673379,11072.06336156076,(...TRUNCATED)	[279.0,279.0,279.0,279.433212699356,279.8702113891355,280.0,280.0655380896897,280.522785803102,280.9(...TRUNCATED)	[7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0(...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)	[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)	[3356.0,3356.0,3356.0,3364.66425398712,3373.4042277827098,3380.056631771482,3385.3276904484483,3387.(...TRUNCATED)	[871.0,871.0,871.0,804.2852442991768,736.9874460731346,683.6454721011469,638.8055622598604,609.54170(...TRUNCATED)	[126.0,126.0,126.0,126.43321269935599,126.87021138913549,127.45073686349801,128.0,128.0,128.0,128.0,(...TRUNCATED)
"1:07:21.881000"	VER	1	"0:01:17.203000"	4	1	null	null	"0:00:21.438000"	"0:00:24.716000"	"0:00:31.049000"	"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)	[[-0.0221222278682065,10.966666666666667,23.5,26.555159406907123,36.03333333333333,50.08756041449707(...TRUNCATED)	[11087.0,11087.0,11087.120789805394,11114.421341565852,11141.721893326312,11140.885638297872,11133.3(...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)	[7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0(...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)	[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)	[3362.0,3362.0,3362.032210614772,3369.312357750894,3376.5925048870163,3381.218085106383,3385.2074468(...TRUNCATED)	[756.0,756.0,755.8329074358709,718.0671441672367,680.3013808986026,640.8191489361702,600.92553191489(...TRUNCATED)	[90.0,90.0,90.07851337350644,107.82387201780442,125.56923066210238,128.6781914893617,128.27925531914(...TRUNCATED)
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"1:15:21.933000"	VER	1	"0:01:17.359000"	10	1	null	null	"0:00:21.577000"	"0:00:24.746000"	"0:00:31.036000"	"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)	[[0.18460178378717845,3.7361111111111107,12.861823506429642,22.33611111111111,36.26231426656292,47.4(...TRUNCATED)	[10989.0,10989.0,10989.0,11030.417833997106,11067.675199260384,11104.572060318651,11140.986407697079(...TRUNCATED)	[276.0,276.0,276.0,277.13849755878095,277.6863999891233,278.2256820336037,278.7534261985084,279.1912(...TRUNCATED)	[7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0(...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)	[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)	[3357.0,3357.0,3357.0,3361.246478029029,3366.1775999021097,3371.2568203360365,3376.534261985084,3381(...TRUNCATED)	[901.0,901.0,901.0,871.474185532646,829.8336008266301,779.1438380011658,716.3422823775011,650.464357(...TRUNCATED)	[129.0,129.0,129.0,129.0,129.0,128.77431796639635,128.2465738014916,128.0,128.0,128.0,127.6644945939(...TRUNCATED)

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Dataset Card for "f1_dataset"

This dataset includes race telemetry data from the Formula1 Montreail 2023 GP. It was obtained from the Ergast API using the fastf1 library.

We built an interactive demo for this dataset on Hugging Face spaces.

You can explore the dataset on your machine with Spotlight:

pip install renumics-spotlight

import datasets
from renumics import spotlight

ds = datasets.load_dataset('renumics/f1_dataset', split='train')
dtypes = {"DistanceToDriverAhead": spotlight.Sequence1D, "RPM": spotlight.Sequence1D, "Speed": spotlight.Sequence1D, "nGear": spotlight.Sequence1D,
    "Throttle": spotlight.Sequence1D, "Brake": spotlight.Sequence1D, "DRS": spotlight.Sequence1D, "X": spotlight.Sequence1D, "Y": spotlight.Sequence1D, "Z": spotlight.Sequence1D,
    'RPM_emb': spotlight.Embedding, 'Speed_emb': spotlight.Embedding, 'nGear_emb': spotlight.Embedding, 'Throttle_emb': spotlight.Embedding, 'Brake_emb': spotlight.Embedding, 
    'X_emb': spotlight.Embedding, 'Y_emb': spotlight.Embedding, 'Z_emb': spotlight.Embedding}

spotlight.show(ds, dtype=dtypes)

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Dataset Card for "f1_dataset"

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