ELMS 2023

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	P	Q	R
1	LMP2														Legend
2															NRL	Natural races led	The number of races in which a driver made an on-track pass for the lead (the polesitter gets 1 NRL in races with no on-track lead changes)
3	Driver	NRL	LCR	W	TNL	LS	LSL	CRL	LML	P	FL	FR	SP	RANK	LCR	Lead change record	The number of times a driver made a pass for the lead followed by the number of times they were passed for the lead
4															W	Wins
5	Philip Hanson	1	1-0	3	1	1.00	1	0.59	1	1	0	0	43.57	2	TNL	Terminal natural leader	The number of times the driver made the last on-track pass for the lead (defaults to the polesitter in races with no on-track lead changes)
6	Oliver Jarvis	1	1-0	3	1	0.67	1	0.74	1	0	0	0	56.48	2	LS	Lead shares	A statistic reflecting each driver's share of on-track passing for the lead in a race with later passes weighted more than earlier ones
7	Marino Sato	0	0-0	3	0	0.00	0	0.58	0	0	0	0	39.11	2	LSL	Lead share leader	The number of times each driver had the most lead shares in a race
8	Alex Lynn	2	1-1	2	2	2.00	2	0.68	1	1	0	2	67.22	1	CRL	Cumulative races led	The sum of the percentage of laps each driver led across all races in the sample
9	Kyffin Simpson	1	1-0	2	1	1.00	1	0.87	2	0	3	1	66.03	1	LML	Led most laps
10	James Allen	0	0-1	2	0	0.00	0	0.65	0	1	0	0	41.22	1	P	Poles
11	Nico Pino	1	1-0	1	0	0.33	0	0.20	0	0	0	0	46.04	4	FL	Fastest laps
12	Neel Jani	0	0-0	1	0	0.00	0	0.42	1	0	1	0	51.87	4	FR	Fastest races	# of times driver had the fastest average speed (based on laps within 10% of each driver's fastest lap in races with 10 or more laps completed)
13	Rene Binder	0	0-0	1	0	0.00	0	0.07	0	0	0	0	50.58	4	SP	Speed percentile	Average percentage of drivers that this driver beat in speed by the above criteria
14	Jose Maria Lopez	1	0-0	0	1	1.00	1	0.09	0	1	0	0	64.63	6	RANK	Rank in championship
15	Vladislav Lomko	0	0-1	0	0	0.00	0	0.49	1	0	1	0	48.84	6
16	Laurents Hoerr	0	0-0	0	0	0.00	0	0.15	0	0	0	0	58.88	5	This analysis is based on all ELMS races from 2023. The table is sorted by wins, followed by lead shares, CRL, and speed percentile.
17	Reshad de Gerus	0	0-0	0	0	0.00	0	0.14	0	1	0	0	41.44	6	For lead change record, I list the best driver in bold amongst only drivers who have three or more natural races led.
18	Job van Uitert	0	0-1	0	0	0.00	0	0.12	0	0	1	2	68.86	3	For speed percentile, I list the best driver in bold amongst only drivers who started 50% or more races in that class.
19	Paul-Loup Chatin	0	0-0	0	0	0.00	0	0.09	0	1	0	0	82.26	5
20	Paul Lafargue	0	0-1	0	0	0.00	0	0.06	0	0	0	0	26.72	5
21	Tijmen van der Helm	0	0-0	0	0	0.00	0	0.03	0	0	0	0	32.31	3
22	Manuel Maldonado	0	0-0	0	0	0.00	0	0.01	0	0	0	0	33.41	3
23	Guy Smith	0	0-0	0	0	0.00	0	0.01	0	0	0	0	0.00
24	Paul di Resta	0	0-0	0	0	0.00	0	0.00	0	0	0	0	90.48
25	Jonathan Aberdein	0	0-0	0	0	0.00	0	0.00	0	0	0	0	68.33	7
26	Rui Andrade	0	0-0	0	0	0.00	0	0.00	0	0	0	1	41.92	7
27	Olli Caldwell	0	0-0	0	0	0.00	0	0.00	0	0	0	0	32.08	7
28	Garnet Patterson	0	0-0	0	0	0.00	0	0.00	0	0	0	0	14.29
29
30	LMP2 Pro/Am
31
32	Driver	NRL	LCR	W	TNL	LS	LSL	CRL	LML	P	FL	FR	SP	RANK
33
34	Salih Yoluc	6	4-4	2	3	3.14	3	1.22	1	4	1	0	47.07	3
35	Matthieu Vaxiviere	2	2-1	2	0	0.80	1	0.46	1	0	0	0	64.82	1
36	Charlie Eastwood	1	1-0	2	1	0.40	1	0.93	1	0	0	1	68.00	3
37	Malthe Jakobsen	0	0-1	2	0	0.00	0	0.31	0	0	2	4	91.18	2
38	Louis Deletraz	0	0-0	2	0	0.00	0	0.79	1	0	1	0	80.81	3
39	Nicolas Lapierre	0	0-0	2	0	0.00	0	0.00	0	0	0	0	75.02	2
40	Francois Perrodo	0	0-0	2	0	0.00	0	0.02	0	0	0	0	32.24	1
41	Alexandre Coigny	0	0-0	2	0	0.00	0	0.02	0	0	0	0	18.59	2
42	Alessio Rovera	0	0-1	1	0	0.00	0	0.23	0	0	0	0	85.01	10
43	Ben Barnicoat	0	0-0	1	0	0.00	0	0.61	2	0	0	0	72.65	5
44	Giorgio Roda	3	4-3	0	0	1.06	1	0.43	0	1	0	0	26.65	11
45	Mathias Beche	1	1-1	0	1	0.40	1	0.26	0	0	0	0	75.99	4
46	Tom van Rompuy	1	1-0	0	0	0.20	0	0.05	0	0	0	0	30.31	13
47	Rodrigo Sales	0	0-1	0	0	0.00	0	0.17	0	0	0	0	31.67	4
48	Ben Hanley	0	0-0	0	0	0.00	0	0.17	0	0	0	0	69.12	4
49	Jack Hawksworth	0	0-0	0	0	0.00	0	0.09	0	0	0	0	52.46	18
50	Sebastian Montoya	0	0-0	0	0	0.00	0	0.09	0	0	1	0	80.76	7
51	Andy Meyrick	0	0-0	0	0	0.00	0	0.06	0	0	0	0	39.48	6
52	Tristan Vautier	0	0-0	0	0	0.00	0	0.02	0	0	0	0	71.22	9
53	Nelson Piquet, Jr.	0	0-0	0	0	0.00	0	0.02	0	0	0	0	61.58	8
54	Alexander Mattschull	0	0-1	0	0	0.00	0	0.02	0	1	0	0	21.81	17
55	Daniel Schneider	0	0-0	0	0	0.00	0	0.01	0	0	0	0	18.51	6
56	Nathanael Berthon	0	0-0	0	0	0.00	0	0.01	0	0	0	0	60.78	12
57	Ian Rodriguez	0	0-0	0	0	0.00	0	0.01	0	0	1	1	78.01	16
58	Tatiana Calderon	0	0-0	0	0	0.00	0	0.01	0	0	0	0	40.87	16
59	Jonas Ried	0	0-0	0	0	0.00	0	0.01	0	0	0	0	28.30	11
60	Filipe Albuquerque	0	0-0	0	0	0.00	0	0.00	0	0	0	0	89.65	19
61	Sebastian Alvarez	0	0-0	0	0	0.00	0	0.00	0	0	0	0	61.00	12
62	Gianmaria Bruni	0	0-0	0	0	0.00	0	0.00	0	0	0	0	60.49	15
63	Bent Viscaal	0	0-0	0	0	0.00	0	0.00	0	0	0	0	58.58	14
64	Paul di Resta	0	0-0	0	0	0.00	0	0.00	0	0	0	0	53.13	22
65	Juan Pablo Montoya	0	0-0	0	0	0.00	0	0.00	0	0	0	0	44.86	7
66	Guy Smith	0	0-0	0	0	0.00	0	0.00	0	0	0	0	26.56	22
67	Henrik Hedman	0	0-0	0	0	0.00	0	0.00	0	0	0	0	13.50	7
68	Fred Poordad	0	0-0	0	0	0.00	0	0.00	0	0	0	0	8.97	9
69	Andreas Laskaratos	0	0-0	0	0	0.00	0	0.00	0	0	0	0	3.45	20
70	Dennis Andersen	0	0-0	0	0	0.00	0	0.00	0	0	0	0	3.13	21
71	James McGuire	0	0-0	0	0	0.00	0	0.00	0	0	0	0	3.13	22
72
73	LMP3
74
75	Driver	NRL	LCR	W	TNL	LS	LSL	CRL	LML	P	FL	FR	SP	RANK
76
77	Alejandro Garcia	1	1-1	3	1	0.50	1	0.22	0	0	0	0	42.73	1
78	Adrien Chila	1	1-0	3	0	0.17	0	0.44	1	0	0	0	36.46	1
79	Marcos Siebert	0	0-0	3	0	0.00	0	0.24	0	1	5	2	96.44	1
80	Matt Bell	4	4-0	1	1	2.67	1	1.17	1	0	1	1	62.00	2
81	Antoine Doquin	2	3-0	1	2	1.23	2	0.57	0	0	0	0	70.79	5
82	Leonard Weiss	1	2-2	1	0	0.40	1	0.11	0	0	0	0	56.96	3
83	Adam Ali	2	2-0	1	0	0.17	1	0.72	2	0	0	1	77.46	2
84	Oscar Tunjo	0	0-0	1	0	0.00	0	0.44	0	1	0	0	85.44	3
85	Torsten Kratz	0	0-1	1	0	0.00	0	0.64	1	0	0	0	44.29	3
86	Jacques Wolff	0	0-0	1	0	0.00	0	0.00	0	0	0	0	30.32	5
87	Jean-Ludovic Foubert	0	0-0	1	0	0.00	0	0.00	0	0	0	0	9.42	8
88	Miguel Cristovao	1	1-3	0	1	0.67	1	0.44	1	0	0	0	31.08	4
89	Matthias Luethen	1	1-2	0	0	0.20	0	0.09	0	0	0	0	14.31	15
90	Glenn van Berlo	0	0-0	0	0	0.00	0	0.00	0	0	0	1	98.44	14
91	Kai Askey	0	0-0	0	0	0.00	0	0.25	0	0	0	1	73.35	4
92	Wyatt Brichacek	0	0-1	0	0	0.00	0	0.13	0	1	0	0	90.88	4
93	Gael Julien	0	0-0	0	0	0.00	0	0.00	0	1	0	0	74.60	7
94	Manuel Espirito Santo	0	0-1	0	0	0.00	0	0.00	0	2	0	0	72.83	11
95	Matthieu Lahaye	0	0-0	0	0	0.00	0	0.00	0	0	0	0	71.63	9
96	Ryan Harper-Ellam	0	0-0	0	0	0.00	0	0.03	0	0	0	0	70.15	12
97	Pedro Perino	0	0-0	0	0	0.00	0	0.00	0	0	0	0	62.89	6
98	Jean-Baptiste Lahaye	0	0-1	0	0	0.00	0	0.34	0	0	0	0	59.53	9
99	James Winslow	0	0-0	0	0	0.00	0	0.00	0	0	0	0	59.31	6
100	Valdemar Eriksen	0	0-0	0	0	0.00	0	0.00	0	0	0	0	56.09	10