stats.xlsx

	A	B	C	D	E	F	G	H	I	J	K
1		event	mean laptime event	driver	tire	lap_count	laps	slope	Δ mean laptime	mean absolute deviation	100*mad/mean laptime event

2	1128	2020 Sakhir Grand Prix	58,438144	SAI	SOFT	20	8.0 - 27.0	-0,00702406015	0,336555	0,08183	0,1400284034
3	241	2022 Dutch Grand Prix	76,894051	STR	MEDIUM	20	18 - 37	-0,009794736842	0,192698	0,101175	0,1315771489
4	1145	2020 Sakhir Grand Prix	58,438144	VET	HARD	20	33.0 - 53.0	0,00619183882	-0,031045	0,10808	0,1849476944
5	1138	2020 Sakhir Grand Prix	58,438144	RUS	MEDIUM	35	8.0 - 44.0	0,002465101915	-0,236288	0,108848	0,1862619046
6	1131	2020 Sakhir Grand Prix	58,438144	RIC	SOFT	21	8.0 - 28.0	-0,0005935064935	0,421998	0,116938	0,2001056023
7	508	2021 Styrian Grand Prix	70,668558	VER	MEDIUM	26	2 - 28	0,003416899225	-0,850982	0,123488	0,174742493
8	247	2022 Italian Grand Prix	87,24415	VER	MEDIUM	21	27 - 47	-0,0003181818182	-2,302199	0,12375	0,1418433213
9	1360	2019 Austrian Grand Prix	70,11632	LEC	SOFT	20	2 - 21	0,006701503759	-0,594571	0,126275	0,180093593
10	304	2022 Mexico City Grand Prix	84,143852	HAM	MEDIUM	26	2 - 28	0,008661803059	-0,824815	0,131423	0,1561884759
11	1129	2020 Sakhir Grand Prix	58,438144	SAI	MEDIUM	24	30.0 - 54.0	0,002923762376	-0,273687	0,135003	0,2310186306
12	1688	2018 Bahrain Grand Prix	96,50075	GAS	SUPERSOFT	22	36 - 57	0,006983060418	-1,378887	0,137487	0,1424724678
13	234	2022 Dutch Grand Prix	76,894051	LEC	MEDIUM	26	19 - 44	0,006016410256	-0,501205	0,137603	0,178951425
14	1137	2020 Sakhir Grand Prix	58,438144	BOT	MEDIUM	40	8.0 - 48.0	-0,0001137036515	-0,183245	0,138295	0,2366519375
15	1141	2020 Sakhir Grand Prix	58,438144	GAS	SOFT	20	8.0 - 27.0	0,00897593985	0,527355	0,1383	0,2366604935
16	1364	2019 Austrian Grand Prix	70,11632	VET	SOFT	20	52 - 71	0,009163909774	-2,108021	0,14157	0,2019073448
17	245	2022 Dutch Grand Prix	76,894051	TSU	MEDIUM	27	15 - 41	0,006247863248	0,609356	0,144823	0,188340968
18	1142	2020 Sakhir Grand Prix	58,438144	GAS	MEDIUM	21	30.0 - 50.0	0,01751038961	-0,20305	0,148653	0,2543766619
19	303	2022 Mexico City Grand Prix	84,143852	VER	MEDIUM	42	27 - 71	0,007189981912	-1,68771	0,150231	0,1785406734
20	126	2022 Canadian Grand Prix	78,684049	OCO	HARD	28	21 - 48	-0,001368910783	-0,090479	0,150397	0,1911403924
21	1130	2020 Sakhir Grand Prix	58,438144	SAI	MEDIUM	22	57.0 - 87.0	0,001716116152	-0,941282	0,151057	0,2584904134
22	685	2021 Italian Grand Prix	86,984975	GIO	HARD	22	3.0 - 24.0	0,01375324675	0,137979	0,151128	0,17374035
23	1458	2019 Italian Grand Prix	85,537083	BOT	SOFT	25	2 - 26	-0,008334615385	-0,491644	0,152777	0,1786090835
24	1148	2020 Sakhir Grand Prix	58,438144	RAI	HARD	29	25.0 - 53.0	0,01007783251	0,409337	0,153191	0,2621421378
25	1126	2020 Sakhir Grand Prix	58,438144	STR	SOFT	34	8.0 - 41.0	-0,008368220015	0,414678	0,154107	0,2637096072
26	246	2022 Italian Grand Prix	87,24415	VER	SOFT	21	2 - 24	-0,002966556759	-1,431104	0,15434	0,1769058441
27	1633	2019 Abu Dhabi Grand Prix	104,242985	VER	MEDIUM	23	2 - 24	-0,01689624506	-1,037813	0,156427	0,1500599777
28	306	2022 Mexico City Grand Prix	84,143852	PER	SOFT	21	2 - 22	0,008166233766	-0,729568	0,157537	0,187223423
29	316	2022 Mexico City Grand Prix	84,143852	OCO	MEDIUM	31	2 - 32	-0,01794193548	0,489211	0,160083	0,1902491937
30	1703	2018 Chinese Grand Prix	99,477373	RAI	SOFT	25	2 - 26	-0,006207692308	-0,108454	0,16151	0,1623585295
31	1123	2020 Sakhir Grand Prix	58,438144	PER	HARD	29	49.0 - 87.0	0,002411954474	-1,370352	0,162378	0,2778630341
32	544	2021 Austrian Grand Prix	70,025057	VER	MEDIUM	27	5.0 - 31.0	0,006772283272	-0,728984	0,164595	0,2350515759
33	1630	2019 Brazilian Grand Prix	74,312717	BOT	SOFT	24	2 - 25	0,01424304348	-0,13901	0,165909	0,2232578846
34	1936	2018 Italian Grand Prix	85,583099	VER	SUPERSOFT	21	5.0 - 25.0	-0,003357142857	-0,405243	0,166204	0,1942018949
35	1852	2018 Austrian Grand Prix	69,738559	RIC	SOFT	21	17 - 37	0,02660519481	-1,10175	0,167074	0,2395719132
36	308	2022 Mexico City Grand Prix	84,143852	RUS	MEDIUM	31	2 - 33	-0,01069898703	-0,752789	0,169864	0,2018733347
37	1865	2018 German Grand Prix	79,925514	VER	ULTRASOFT	27	2 - 28	0,01535164835	-1,108219	0,170329	0,2131096711
38	603	2021 British Grand Prix	93,817808	VET	HARD	20	20.0 - 39.0	0,000008270676692	-0,384759	0,17344	0,1848689537
39	1125	2020 Sakhir Grand Prix	58,438144	OCO	HARD	35	43.0 - 87.0	-0,004575206771	-0,800774	0,175095	0,2996245055
40	1133	2020 Sakhir Grand Prix	58,438144	RIC	HARD	22	57.0 - 87.0	0,008099471809	-0,9756	0,175859	0,3009318708
41	302	2022 Mexico City Grand Prix	84,143852	VER	SOFT	23	2 - 24	0,01640118577	-0,85094	0,176582	0,2098572811
42	1468	2019 Italian Grand Prix	85,537083	PER	SOFT	22	32 - 53	-0,0005776397516	-1,376948	0,178185	0,2083131593
43	630	2021 Dutch Grand Prix	76,459362	GAS	SOFT	22	2 - 23	0,001336533032	0,039137	0,178909	0,2339922742
44	340	2022 Mexico City Grand Prix	84,143852	TSU	SOFT	27	2 - 28	-0,01460805861	0,730554	0,178971	0,2126964665
45	550	2021 Austrian Grand Prix	70,025057	HAM	MEDIUM	26	5.0 - 30.0	-0,003737094017	-0,372404	0,17965	0,2565510229
46	1124	2020 Sakhir Grand Prix	58,438144	OCO	MEDIUM	32	8.0 - 40.0	-0,01565624603	0,44523	0,180484	0,3088462221
47	1306	2019 Canadian Grand Prix	77,499691	VET	MEDIUM	24	2 - 25	0,01082130435	-0,600817	0,18051	0,2329170577
48	120	2022 Canadian Grand Prix	78,684049	VER	HARD	30	11 - 42	0,01081257781	-1,027417	0,181117	0,230182613
49	1135	2020 Sakhir Grand Prix	58,438144	KVY	MEDIUM	23	29.0 - 52.0	0,01886023719	-0,267711	0,182117	0,3116406298
50	1363	2019 Austrian Grand Prix	70,11632	VET	HARD	27	23 - 49	-0,009037851038	-1,295951	0,183772	0,2620959001
51	1127	2020 Sakhir Grand Prix	58,438144	STR	MEDIUM	34	44.0 - 87.0	-0,004946619035	-0,779263	0,192795	0,3299129418
52	1691	2018 Bahrain Grand Prix	96,50075	ALO	MEDIUM	23	16 - 38	-0,01639229249	0,164076	0,193761	0,2007870405
53	1146	2020 Sakhir Grand Prix	58,438144	GIO	HARD	26	28.0 - 53.0	0,02021709402	0,31697	0,193843	0,331706291
54	338	2022 Mexico City Grand Prix	84,143852	ALO	MEDIUM	38	2 - 39	-0,01641043878	0,236805	0,195044	0,231798278
55	259	2022 Italian Grand Prix	87,24415	TSU	HARD	26	21 - 46	0,004764102564	-0,017036	0,195133	0,2236631339
56	1304	2019 Canadian Grand Prix	77,499691	HAM	MEDIUM	25	2 - 27	0,001986263736	-0,547092	0,19544	0,2521816506
57	1612	2019 Brazilian Grand Prix	74,312717	PER	MEDIUM	25	19 - 44	-0,006098920666	-0,137318	0,196288	0,2641378326
58	1155	2020 Sakhir Grand Prix	58,438144	LAT	MEDIUM	24	29.0 - 52.0	0,02017173913	0,296646	0,197291	0,3376065468
59	1156	2020 Abu Dhabi Grand Prix	103,602127	VER	HARD	41	15 - 55	0,01088344948	-2,093494	0,198272	0,1913783102
60	412	2021 Spanish Grand Prix	84,088542	LEC	MEDIUM	28	30 - 57	0,009402025178	-1,327864	0,200538	0,2384843348
61	1607	2019 Brazilian Grand Prix	74,312717	GIO	MEDIUM	24	22 - 45	0,008635217391	-0,25126	0,201534	0,2711971896
62	1619	2019 Brazilian Grand Prix	74,312717	GRO	SOFT	24	2 - 25	0,01299	0,974574	0,201722	0,2714501745
63	681	2021 Italian Grand Prix	86,984975	LAT	MEDIUM	21	2.0 - 22.0	0,02364805195	0,711786	0,20175	0,2319366074
64	240	2022 Dutch Grand Prix	76,894051	OCO	HARD	32	20 - 54	-0,008905618354	0,038511	0,203757	0,2649840883
65	1601	2019 Brazilian Grand Prix	74,312717	VER	SOFT	21	23 - 43	-0,002006493506	-1,524289	0,204625	0,2753566392
66	510	2021 Styrian Grand Prix	70,668558	HAM	MEDIUM	26	2 - 27	-0,003494700855	-0,692559	0,205	0,2900865757
67	183	2022 Austrian Grand Prix	71,125493	SAI	MEDIUM	25	2 - 26	0,02608923077	-0,320854	0,205334	0,2886925508
68	239	2022 Dutch Grand Prix	76,894051	SAI	MEDIUM	27	16 - 42	-0,00004884004884	-0,032792	0,205454	0,2671910211
69	235	2022 Dutch Grand Prix	76,894051	HAM	MEDIUM	27	2 - 28	-0,008478021978	0,039208	0,206806	0,2689492845
70	524	2021 Styrian Grand Prix	70,668558	ALO	SOFT	24	2 - 26	-0,02055306623	0,920191	0,207125	0,2930935707
71	1602	2019 Brazilian Grand Prix	74,312717	GAS	SOFT	20	2 - 21	0,01871879699	0,571082	0,20852	0,2805980032
72	1132	2020 Sakhir Grand Prix	58,438144	RIC	MEDIUM	23	31.0 - 54.0	0,006658499423	-0,207754	0,208669	0,3570767066
73	1606	2019 Brazilian Grand Prix	74,312717	RAI	MEDIUM	24	23 - 46	0,003057391304	-0,344218	0,209333	0,2816920286
74	237	2022 Dutch Grand Prix	76,894051	ALO	HARD	33	14 - 46	0,005155414439	0,045342	0,209715	0,272732412
75	1621	2019 Brazilian Grand Prix	74,312717	ALB	SOFT	22	2 - 23	0,02022473179	0,061282	0,211181	0,2841788169
76	121	2022 Canadian Grand Prix	78,684049	SAI	HARD	26	22 - 48	0,01721560369	-1,106512	0,21155	0,2688600837
77	176	2022 Austrian Grand Prix	71,125493	ZHO	MEDIUM	21	48 - 70	0,01269628158	-0,986066	0,211877	0,297891784
78	801	2021 São Paulo Grand Prix	75,200017	GAS	HARD	22	27 - 50	-0,00002247558525	-0,484609	0,212809	0,2829906275
79	2071	2018 Brazilian Grand Prix	74,332203	GRO	SUPERSOFT	30	2 - 31	-0,007912347052	0,658862	0,216155	0,2907959017
80	248	2022 Italian Grand Prix	87,24415	RUS	HARD	21	25 - 46	-0,01461378688	-1,450342	0,216199	0,2478091654
81	219	2022 Hungarian Grand Prix	84,768094	GAS	MEDIUM	28	18 - 45	-0,004992337165	0,224333	0,217275	0,2563169581
82	549	2021 Austrian Grand Prix	70,025057	NOR	HARD	40	32.0 - 71.0	-0,002611444653	-1,146058	0,21765	0,3108173122
83	131	2022 Canadian Grand Prix	78,684049	RIC	HARD	27	21 - 47	0,009322954823	0,530135	0,218515	0,2777119413
84	951	2020 Spanish Grand Prix	84,533353	SAI	SOFT	20	2 - 21	-0,01062631579	0,760496	0,218835	0,2588741511
85	320	2022 Mexico City Grand Prix	84,143852	BOT	MEDIUM	37	2 - 38	-0,0142562826	0,336579	0,219078	0,260361268
86	232	2022 Dutch Grand Prix	76,894051	VER	MEDIUM	28	20 - 47	-0,0004351395731	-0,75848	0,219765	0,2858023438
87	1139	2020 Sakhir Grand Prix	58,438144	NOR	MEDIUM	31	22.0 - 53.0	0,01129385542	0,187887	0,220484	0,3772946656
88	687	2021 Italian Grand Prix	86,984975	KUB	HARD	24	2.0 - 25.0	-0,01794	0,950024	0,222583	0,2558867207
89	770	2021 Mexico City Grand Prix	82,262086	GAS	MEDIUM	25	6.0 - 30.0	-0,007315384615	-0,000767	0,223344	0,2715029619
90	1923	2018 Belgian Grand Prix	109,973296	GRO	SOFT	20	25.0 - 44.0	-0,01582631579	-1,137347	0,223355	0,2030993051
91	764	2021 Mexico City Grand Prix	82,262086	VER	MEDIUM	27	6.0 - 32.0	0,005303418803	-0,965902	0,223613	0,2718299655
92	407	2021 Spanish Grand Prix	84,088542	HAM	SOFT	22	2 - 27	0,01193612761	-0,716906	0,225115	0,2677118602
93	967	2020 Spanish Grand Prix	84,533353	MAG	SOFT	26	2 - 27	-0,03168034188	1,404454	0,225195	0,2663978087
94	1264	2019 Spanish Grand Prix	83,366104	GRO	SOFT	24	2 - 25	-0,03087913043	0,631062	0,225513	0,2705092228
95	122	2022 Canadian Grand Prix	78,684049	HAM	HARD	31	11 - 43	-0,006636086898	-0,634308	0,225893	0,287088683
96	289	2022 United States Grand Prix	103,103442	VER	MEDIUM	20	37 - 56	0,03124661654	-2,895143	0,2262	0,2193913177
97	191	2022 French Grand Prix	99,70334	SAI	MEDIUM	20	22 - 41	0,01714661654	-1,410191	0,22715	0,2278258682
98	1083	2020 Emilia Romagna Grand Prix	79,671198	PER	HARD	20	29 - 50	-0,00574556962	-0,923249	0,22735	0,2853603381
99	1004	2020 Tuscan Grand Prix	83,546039	HAM	MEDIUM	22	10.0 - 31.0	0,01049971767	-0,424267	0,228136	0,2730662072
100	1937	2018 Italian Grand Prix	85,583099	VER	SOFT	26	28.0 - 53.0	-0,004314188034	-1,580138	0,228266	0,2667185492