# Introduction DataJunkie reports for the FORMULA 1 GULF AIR BAHRAIN GRAND PRIX, 2018. This website is unofficial and is not associated in any way with the Formula 1 companies. F1, FORMULA ONE, FORMULA 1, FIA FORMULA ONE WORLD CHAMPIONSHIP, GRAND PRIX and related marks are trade marks of Formula One Licensing B.V. Data sources used to generate the reports include: * [*ergast.com*](http://ergast.com/mrd/) * official FIA published time sheets, © 2018 Formula One World Championship Limited. # The Story So Far Coming into the 2nd race of 2018, the championship points race is as follows: ## Drivers’ Championship - Standings | Position | Driver | Points | | -------- | ------ | ------ | | 1 | VET | 25 | | 2 | HAM | 18 | | 3 | RAI | 15 | | 4 | RIC | 12 | | 5 | ALO | 10 | | 6 | VER | 8 | | 7 | HUL | 6 | | 8 | BOT | 4 | | 9 | VAN | 2 | | 10 | SAI | 1 | | 11 | PER | 0 | | 12 | OCO | 0 | | 13 | LEC | 0 | | 14 | STR | 0 | | 15 | HAR | 0 | | 16 | GRO | 0 | | 17 | MAG | 0 | | 18 | GAS | 0 | | 19 | ERI | 0 | | 20 | SIR | 0 | ## Constructors’ Championship - Standings | Position | Constructor | Points | | -------- | ------------ | ------ | | 1 | Ferrari | 40 | | 2 | Mercedes | 22 | | 3 | Red Bull | 20 | | 4 | McLaren | 12 | | 5 | Renault | 7 | | 6 | Force India | 0 | | 7 | Sauber | 0 | | 8 | Williams | 0 | | 9 | Toro Rosso | 0 | | 10 | Haas F1 Team | 0 | # Race Trivia This will be: * BOT’s 100th grand prix * RAI’s 275th grand prix ## Upcoming Race Trivia… Coming in to the race: * BOT is looking for their 100th race start * HAM is looking for their 100th start for Mercedes * BOT is looking for their 5th ever pole position * VER is looking for their 5th ever front row start * HAM is looking for their 40th ever win from pole * VET is looking for their 30th ever win from pole # Drivers' & Constructors' Circuit Performance ## Circuit Performance How well do drivers and constructors perform at the circuit? The *Driver Performance Chart* and *Constructor Performance Chart* show how drivers and constructors fare based on points scored at the circuit. (Note that points schemes may change over the reporting period.) ![](/files/-L9HrsIVQxNsqI1MupNQ) Individual winners at this circuit: | Driver | Wins | | ------ | ---- | | ALO | 3 | | VET | 3 | | HAM | 2 | Podiums at this circuit: | Driver | Podiums | | ------ | ------- | | RAI | 8 | | HAM | 6 | | VET | 4 | | ALO | 3 | | GRO | 2 | | PER | 1 | | BOT | 1 | ![](/files/-L9HrsKyYW8DdzDYCEjw) ## Competitive Laptime Evolution Evolution of best competitive laptime over the years, based on the best laptimes recorded in either qualifying or the race. ![](/files/-L9Pw4fz9FceDGyXSJKI) # Drivers' & Constructors' Circuit Competitive Supertimes *Supertimes* are often provided as a season wide performance metric for comparing performances over a season. At the manufacturer level, they are typically calculated for each manufacturer as the average of their fastest single lap recorded by the team at each race weekend expressed as a percentage of the fastest single lap overall. We can also derive a reduced *competitive supertime* by basing the calculation on best laptime recorded across the qualifying and race sessions, omitting laptimes recorded in the practice sessions. We can draw on the notion of supertimes to derive two simple measures for comparing team performances based on laptime: * evolution of manufacturer competitive supertime for a circuit over the years; * evolution of manufacturer competitive supertime for each circuit over the course of a season. ![](/files/-L9N-WIaPH6ElLOy29Xu) We can also produce driver performance metrics based on the competitive supertime of each driver. ![](/files/-L9N-WIj-Nst7Xgo1IjY) | code | avstime | races | | ---- | -------- | ----- | | HAM | 1.003266 | 10 | | VET | 1.007769 | 9 | | ALO | 1.010742 | 12 | | BOT | 1.011088 | 5 | | RIC | 1.011662 | 6 | | RAI | 1.011808 | 10 | | HUL | 1.017749 | 7 | | VER | 1.022486 | 6 | | PER | 1.023558 | 6 | | GRO | 1.023875 | 2 | | STR | 1.027025 | 1 | | SAI | 1.027665 | 3 | | OCO | 1.032838 | 1 | | VAN | 1.033600 | 2 | | MAG | 1.034711 | 3 | | ERI | 1.035507 | 3 | # Free Practice # Free Practice 1 Activity in Free Practice 1 took place as follows: ![](/files/-L9QJQYCYo-9E4PvephP) ## Performance Summary | Driver | Number | Fastest Lap | Gap | Diff | | ----------------- | ------ | ----------- | ----- | ----- | | Daniel RICCIARDO | 3 | 91.060 | 0.000 | 0.000 | | Valtteri BOTTAS | 77 | 91.364 | 0.304 | 0.304 | | Kimi RAIKKONEN | 7 | 91.458 | 0.398 | 0.094 | | Sebastian VETTEL | 5 | 91.470 | 0.410 | 0.012 | | Lewis HAMILTON | 44 | 92.272 | 1.212 | 0.802 | | Romain GROSJEAN | 8 | 92.516 | 1.456 | 0.244 | | Pierre GASLY | 10 | 92.779 | 1.719 | 0.263 | | Carlos SAINZ | 55 | 92.885 | 1.825 | 0.106 | | Kevin MAGNUSSEN | 20 | 92.971 | 1.911 | 0.086 | | Nico HULKENBERG | 27 | 93.104 | 2.044 | 0.133 | | Fernando ALONSO | 14 | 93.223 | 2.163 | 0.119 | | Charles LECLERC | 16 | 93.278 | 2.218 | 0.055 | | Stoffel VANDOORNE | 2 | 93.364 | 2.304 | 0.086 | | Lance STROLL | 18 | 93.379 | 2.319 | 0.015 | | Sergey SIROTKIN | 35 | 93.467 | 2.407 | 0.088 | | Brendon HARTLEY | 28 | 93.497 | 2.437 | 0.030 | | Marcus ERICSSON | 9 | 93.508 | 2.448 | 0.011 | | Sergio PEREZ | 11 | 93.662 | 2.602 | 0.154 | | Esteban OCON | 31 | 93.794 | 2.734 | 0.132 | ## Stints Summary | Driver | Total laps | Longest run (laps) | Stints | | ----------------- | ---------- | ------------------ | ------ | | Sergey SIROTKIN | 29 | 10 | 6 | | Brendon HARTLEY | 27 | 9 | 8 | | Sergio PEREZ | 26 | 9 | 4 | | Pierre GASLY | 26 | 9 | 5 | | Stoffel VANDOORNE | 25 | 9 | 5 | | Valtteri BOTTAS | 24 | 9 | 4 | | Fernando ALONSO | 24 | 5 | 8 | | Esteban OCON | 23 | 9 | 4 | | Romain GROSJEAN | 23 | 8 | 4 | | Marcus ERICSSON | 22 | 8 | 5 | | Lance STROLL | 22 | 6 | 6 | | Lewis HAMILTON | 21 | 8 | 4 | | Carlos SAINZ | 21 | 8 | 5 | | Charles LECLERC | 20 | 8 | 5 | | Kevin MAGNUSSEN | 19 | 7 | 4 | | Nico HULKENBERG | 18 | 7 | 4 | | Kimi RAIKKONEN | 18 | 7 | 5 | | Sebastian VETTEL | 17 | 7 | 6 | | Daniel RICCIARDO | 14 | 5 | 4 | | Max VERSTAPPEN | 2 | 1 | 2 | * Sergey SIROTKIN completed 29 laps over 6 stints, with a longest run of 10 laps * Brendon HARTLEY completed 27 laps over 8 stints, with a longest run of 9 laps * Sergio PEREZ completed 26 laps over 4 stints, with a longest run of 9 laps * Pierre GASLY completed 26 laps over 5 stints, with a longest run of 9 laps * Stoffel VANDOORNE completed 25 laps over 5 stints, with a longest run of 9 laps * Valtteri BOTTAS completed 24 laps over 4 stints, with a longest run of 9 laps * Fernando ALONSO completed 24 laps over 8 stints, with a longest run of 5 laps * Esteban OCON completed 23 laps over 4 stints, with a longest run of 9 laps * Romain GROSJEAN completed 23 laps over 4 stints, with a longest run of 8 laps * Marcus ERICSSON completed 22 laps over 5 stints, with a longest run of 8 laps * Lance STROLL completed 22 laps over 6 stints, with a longest run of 6 laps * Lewis HAMILTON completed 21 laps over 4 stints, with a longest run of 8 laps * Carlos SAINZ completed 21 laps over 5 stints, with a longest run of 8 laps * Charles LECLERC completed 20 laps over 5 stints, with a longest run of 8 laps * Kevin MAGNUSSEN completed 19 laps over 4 stints, with a longest run of 7 laps * Nico HULKENBERG completed 18 laps over 4 stints, with a longest run of 7 laps * Kimi RAIKKONEN completed 18 laps over 5 stints, with a longest run of 7 laps * Sebastian VETTEL completed 17 laps over 6 stints, with a longest run of 7 laps * Daniel RICCIARDO completed 14 laps over 4 stints, with a longest run of 5 laps * Max VERSTAPPEN completed 2 laps over 2 stints, with a longest run of 1 laps ## Long Runs Laptimes on long runs of 8 or more laps ![](/files/-L9R9mvYgfYuq5lEQBj9) This website is unofficial and is not associated in any way with the Formula 1 companies. F1, FORMULA ONE, FORMULA 1, FIA FORMULA ONE WORLD CHAMPIONSHIP, GRAND PRIX and related marks are trade marks of Formula One Licensing B.V. # Free Practice 2 Activity in Free Practice 2 took place as follows: ![](/files/-L9RA0Oba8hgzDcxeLii) ## Performance Summary | Driver | Number | Fastest Lap | Gap | Diff | | ----------------- | ------ | ----------- | ----- | ----- | | Kimi RAIKKONEN | 7 | 89.817 | 0.000 | 0.000 | | Sebastian VETTEL | 5 | 89.828 | 0.011 | 0.011 | | Valtteri BOTTAS | 77 | 90.380 | 0.563 | 0.552 | | Lewis HAMILTON | 44 | 90.472 | 0.655 | 0.092 | | Max VERSTAPPEN | 33 | 90.745 | 0.928 | 0.273 | | Daniel RICCIARDO | 3 | 90.751 | 0.934 | 0.006 | | Nico HULKENBERG | 27 | 91.220 | 1.403 | 0.469 | | Pierre GASLY | 10 | 91.232 | 1.415 | 0.012 | | Fernando ALONSO | 14 | 91.282 | 1.465 | 0.050 | | Stoffel VANDOORNE | 2 | 91.422 | 1.605 | 0.140 | | Romain GROSJEAN | 8 | 91.591 | 1.774 | 0.169 | | Carlos SAINZ | 55 | 91.601 | 1.784 | 0.010 | | Esteban OCON | 31 | 91.809 | 1.992 | 0.208 | | Sergio PEREZ | 11 | 91.868 | 2.051 | 0.059 | | Kevin MAGNUSSEN | 20 | 91.969 | 2.152 | 0.101 | | Charles LECLERC | 16 | 92.372 | 2.555 | 0.403 | | Lance STROLL | 18 | 92.382 | 2.565 | 0.010 | | Sergey SIROTKIN | 35 | 92.474 | 2.657 | 0.092 | | Marcus ERICSSON | 9 | 92.733 | 2.916 | 0.259 | | Brendon HARTLEY | 28 | 92.908 | 3.091 | 0.175 | ## Stints Summary | Driver | Total laps | Longest run (laps) | Stints | | ----------------- | ---------- | ------------------ | ------ | | Pierre GASLY | 38 | 15 | 5 | | Brendon HARTLEY | 38 | 15 | 6 | | Charles LECLERC | 37 | 21 | 3 | | Sebastian VETTEL | 37 | 17 | 5 | | Sergey SIROTKIN | 37 | 13 | 6 | | Stoffel VANDOORNE | 35 | 14 | 5 | | Kevin MAGNUSSEN | 35 | 12 | 4 | | Nico HULKENBERG | 34 | 15 | 5 | | Carlos SAINZ | 34 | 11 | 5 | | Sergio PEREZ | 34 | 10 | 5 | | Romain GROSJEAN | 33 | 13 | 4 | | Marcus ERICSSON | 32 | 18 | 4 | | Lewis HAMILTON | 32 | 16 | 5 | | Max VERSTAPPEN | 32 | 10 | 4 | | Valtteri BOTTAS | 31 | 20 | 5 | | Daniel RICCIARDO | 31 | 14 | 4 | | Kimi RAIKKONEN | 31 | 11 | 6 | | Esteban OCON | 31 | 11 | 4 | | Lance STROLL | 30 | 11 | 6 | | Fernando ALONSO | 29 | 12 | 5 | * Pierre GASLY completed 38 laps over 5 stints, with a longest run of 15 laps * Brendon HARTLEY completed 38 laps over 6 stints, with a longest run of 15 laps * Charles LECLERC completed 37 laps over 3 stints, with a longest run of 21 laps * Sebastian VETTEL completed 37 laps over 5 stints, with a longest run of 17 laps * Sergey SIROTKIN completed 37 laps over 6 stints, with a longest run of 13 laps * Stoffel VANDOORNE completed 35 laps over 5 stints, with a longest run of 14 laps * Kevin MAGNUSSEN completed 35 laps over 4 stints, with a longest run of 12 laps * Nico HULKENBERG completed 34 laps over 5 stints, with a longest run of 15 laps * Carlos SAINZ completed 34 laps over 5 stints, with a longest run of 11 laps * Sergio PEREZ completed 34 laps over 5 stints, with a longest run of 10 laps * Romain GROSJEAN completed 33 laps over 4 stints, with a longest run of 13 laps * Marcus ERICSSON completed 32 laps over 4 stints, with a longest run of 18 laps * Lewis HAMILTON completed 32 laps over 5 stints, with a longest run of 16 laps * Max VERSTAPPEN completed 32 laps over 4 stints, with a longest run of 10 laps * Valtteri BOTTAS completed 31 laps over 5 stints, with a longest run of 20 laps * Daniel RICCIARDO completed 31 laps over 4 stints, with a longest run of 14 laps * Kimi RAIKKONEN completed 31 laps over 6 stints, with a longest run of 11 laps * Esteban OCON completed 31 laps over 4 stints, with a longest run of 11 laps * Lance STROLL completed 30 laps over 6 stints, with a longest run of 11 laps * Fernando ALONSO completed 29 laps over 5 stints, with a longest run of 12 laps ## Long Runs Laptimes on long runs of 8 or more laps ![](/files/-L9RA0q5tBTO0SF1dDTV) This website is unofficial and is not associated in any way with the Formula 1 companies. F1, FORMULA ONE, FORMULA 1, FIA FORMULA ONE WORLD CHAMPIONSHIP, GRAND PRIX and related marks are trade marks of Formula One Licensing B.V. # Free Practice 3 Activity in Free Practice 3 took place as follows: ![](/files/-L9VMrNJfKCDe3ICweXO) ## Stints Summary | Driver | Total laps | Longest run (laps) | Stints | | ----------------- | ---------- | ------------------ | ------ | | Charles LECLERC | 19 | 11 | 4 | | Pierre GASLY | 18 | 10 | 4 | | Brendon HARTLEY | 18 | 10 | 5 | | Marcus ERICSSON | 17 | 10 | 4 | | Esteban OCON | 17 | 10 | 3 | | Valtteri BOTTAS | 16 | 8 | 5 | | Kimi RAIKKONEN | 15 | 6 | 6 | | Lewis HAMILTON | 14 | 8 | 3 | | Sergio PEREZ | 14 | 7 | 3 | | Romain GROSJEAN | 14 | 7 | 3 | | Kevin MAGNUSSEN | 14 | 7 | 3 | | Stoffel VANDOORNE | 14 | 6 | 5 | | Fernando ALONSO | 13 | 5 | 5 | | Lance STROLL | 12 | 5 | 4 | | Carlos SAINZ | 12 | 5 | 3 | | Nico HULKENBERG | 11 | 6 | 4 | | Sergey SIROTKIN | 11 | 5 | 3 | | Sebastian VETTEL | 8 | 5 | 3 | | Max VERSTAPPEN | 8 | 4 | 3 | | Daniel RICCIARDO | 8 | 4 | 3 | * Charles LECLERC completed 19 laps over 4 stints, with a longest run of 11 laps * Pierre GASLY completed 18 laps over 4 stints, with a longest run of 10 laps * Brendon HARTLEY completed 18 laps over 5 stints, with a longest run of 10 laps * Marcus ERICSSON completed 17 laps over 4 stints, with a longest run of 10 laps * Esteban OCON completed 17 laps over 3 stints, with a longest run of 10 laps * Valtteri BOTTAS completed 16 laps over 5 stints, with a longest run of 8 laps * Kimi RAIKKONEN completed 15 laps over 6 stints, with a longest run of 6 laps * Lewis HAMILTON completed 14 laps over 3 stints, with a longest run of 8 laps * Sergio PEREZ completed 14 laps over 3 stints, with a longest run of 7 laps * Romain GROSJEAN completed 14 laps over 3 stints, with a longest run of 7 laps * Kevin MAGNUSSEN completed 14 laps over 3 stints, with a longest run of 7 laps * Stoffel VANDOORNE completed 14 laps over 5 stints, with a longest run of 6 laps * Fernando ALONSO completed 13 laps over 5 stints, with a longest run of 5 laps * Lance STROLL completed 12 laps over 4 stints, with a longest run of 5 laps * Carlos SAINZ completed 12 laps over 3 stints, with a longest run of 5 laps * Nico HULKENBERG completed 11 laps over 4 stints, with a longest run of 6 laps * Sergey SIROTKIN completed 11 laps over 3 stints, with a longest run of 5 laps * Sebastian VETTEL completed 8 laps over 3 stints, with a longest run of 5 laps * Max VERSTAPPEN completed 8 laps over 3 stints, with a longest run of 4 laps * Daniel RICCIARDO completed 8 laps over 3 stints, with a longest run of 4 laps ## Long Runs Laptimes on long runs of 8 or more laps ![](/files/-L9VMrX3WvzbymNRNGnn) ## Performance Summary | Driver | Number | Fastest Lap | Gap | Diff | | ----------------- | ------ | ----------- | ----- | ----- | | Kimi RAIKKONEN | 7 | 89.868 | 0.000 | 0.000 | | Max VERSTAPPEN | 33 | 90.393 | 0.525 | 0.525 | | Daniel RICCIARDO | 3 | 90.452 | 0.584 | 0.059 | | Lewis HAMILTON | 44 | 90.691 | 0.823 | 0.239 | | Sebastian VETTEL | 5 | 90.719 | 0.851 | 0.028 | | Valtteri BOTTAS | 77 | 90.781 | 0.913 | 0.062 | | Nico HULKENBERG | 27 | 91.144 | 1.276 | 0.363 | | Carlos SAINZ | 55 | 91.200 | 1.332 | 0.056 | | Pierre GASLY | 10 | 91.438 | 1.570 | 0.238 | | Fernando ALONSO | 14 | 91.445 | 1.577 | 0.007 | | Brendon HARTLEY | 28 | 91.460 | 1.592 | 0.015 | | Romain GROSJEAN | 8 | 91.513 | 1.645 | 0.053 | | Esteban OCON | 31 | 91.554 | 1.686 | 0.041 | | Sergio PEREZ | 11 | 91.564 | 1.696 | 0.010 | | Kevin MAGNUSSEN | 20 | 91.737 | 1.869 | 0.173 | | Marcus ERICSSON | 9 | 91.859 | 1.991 | 0.122 | | Stoffel VANDOORNE | 2 | 91.860 | 1.992 | 0.001 | | Charles LECLERC | 16 | 92.047 | 2.179 | 0.187 | | Sergey SIROTKIN | 35 | 92.463 | 2.595 | 0.416 | | Lance STROLL | 18 | 92.865 | 2.997 | 0.402 | This website is unofficial and is not associated in any way with the Formula 1 companies. F1, FORMULA ONE, FORMULA 1, FIA FORMULA ONE WORLD CHAMPIONSHIP, GRAND PRIX and related marks are trade marks of Formula One Licensing B.V. # Qualifying # Quali report Drivers progressed through the qualifying session as follows: ![](/files/-L9W4P6zyP0Q6cLPJ9Qg) Going from Q1 to Q2: * MAG failed to improve his time, recording 89.623 compared to 89.594 (0.029s slower) * VAN failed to improve his time, recording 90.525 compared to 90.479 (0.046s slower) Going from Q2 to Q3: * HUL failed to improve his time, recording 89.57 compared to 89.187 (0.383s slower) * SAI failed to improve his time, recording 89.986 compared to 89.802 (0.184s slower) ![](/files/-L9W4P7P6ueSAF60_elq) The official session results were recorded as follows: | POS | DRIVER | Q1 | Q2 | Q3 | | --- | ------ | ------------- | ------------- | ------------- | | 1 | VET | 1:29.060 (2) | 1:28.341 (1) | 1:27.958 (1) | | 2 | RAI | 1:28.951 (1) | 1:28.515 (3) | 1:28.101 (2) | | 3 | BOT | 1:29.275 (3) | 1:28.794 (4) | 1:28.124 (3) | | 4 | HAM | 1:29.396 (5) | 1:28.458 (2) | 1:28.220 (4) | | 5 | RIC | 1:29.552 (6) | 1:28.962 (5) | 1:28.398 (5) | | 6 | GAS | 1:30.121 (9) | 1:29.836 (9) | 1:29.329 (6) | | 7 | MAG | 1:29.594 (7) | 1:29.623 (7) | 1:29.358 (7) | | 8 | HUL | 1:30.260 (11) | 1:29.187 (6) | 1:29.570 (8) | | 9 | OCO | 1:30.338 (12) | 1:30.009 (10) | 1:29.874 (9) | | 10 | SAI | 1:29.893 (8) | 1:29.802 (8) | 1:29.986 (10) | | 11 | HAR | 1:30.412 (13) | 1:30.105 (11) | | | 12 | PER | 1:30.218 (10) | 1:30.156 (12) | | | 13 | ALO | 1:30.530 (15) | 1:30.212 (13) | | | 14 | VAN | 1:30.479 (14) | 1:30.525 (14) | | | 15 | VER | 1:29.374 (4) | | | | 16 | GRO | 1:30.530 (15) | | | | 17 | ERI | 1:31.063 (17) | | | | 18 | SIR | 1:31.414 (18) | | | | 19 | LEC | 1:31.420 (19) | | | | 20 | STR | 1:31.503 (20) | | | ## Session Utilisation Activity throughout the three qualification sessions took place as follows: ![](/files/-L9W4PIHwlsahF-STxPt) ## Q1 ![](/files/-L9W4PIaTwKVaPv4ufCE) ### Cut-off Time Evolution The cut-off time in Q1 evolved as follows: ![](/files/-L9WWY-gegteW3Q59pDE) ## Q2 ![](/files/-L9W4PJ2m41EYE45i1Mn) ### Cut-off Time Evolution The cut-off time in Q2 evolved as follows: ![](/files/-L9WWY05lw4qkwDVMs3C) ## Q3 ![](/files/-L9W4PJX3gsT0QaMErgI) ### Front Row Cut-off Time Evolution The cut-off time in Q3 evolved as follows: ![](/files/-L9WWY0YPcuDTGYWlMIf) To learn how to wrangle F1 results and timing data to create charts like these, see [f1datajunkie.com](https://f1datajunkie.com) or [buy the *Wrangling F1 Data With R* book](https://leanpub.com/wranglingf1datawithr). # Race # Fastest Laps | RANK | CARNO. | DRIVER | GRID | STATUS | LAPS | FASTLAP | | ---- | ------ | ------ | ---- | -------- | ---------- | --------------- | | 1 | 5 | VET | 1 | Finished | 57 | 21: 94.453 (7) | | 2 | 77 | BOT | 3 | Finished | 57 | 22: 93.74 (1) | | 3 | 44 | HAM | 9 | Finished | 57 | 51: 93.953 (2) | | 4 | 10 | GAS | 5 | Finished | 57 | 46: 94.863 (11) | | 5 | 20 | MAG | 6 | Finished | 57 | 29: 94.327 (5) | | 6 | 27 | HUL | 7 | Finished | 57 | 50: 94.667 (9) | | 7 | 14 | ALO | 13 | +1 Lap | 56 | 47: 94.168 (4) | | 8 | 2 | VAN | 14 | +1 Lap | 56 | 30: 95.131 (16) | | 9 | 9 | ERI | 17 | +1 Lap | 56 | 26: 95.093 (15) | | 10 | 31 | OCO | 8 | +1 Lap | 56 | 38: 95.043 (12) | | 11 | 55 | SAI | 10 | +1 Lap | 56 | 35: 95.535 (18) | | 12 | 11 | PER | 12 | +1 Lap | 56 | 35: 95.075 (14) | | 13 | 28 | HAR | 11 | +1 Lap | 56 | 44: 94.689 (10) | | 14 | 16 | LEC | 19 | +1 Lap | 56 | 40: 95.058 (13) | | 15 | 8 | GRO | 16 | +1 Lap | 56 | 47: 94.053 (3) | | 16 | 18 | STR | 20 | +1 Lap | 56 | 32: 95.266 (17) | | 17 | 35 | SIR | 18 | +1 Lap | 56 | 42: 94.563 (8) | | 18 | 7 | RAI | 2 | Wheel | 35 | 22: 94.337 (6) | | 19 | 33 | VER | 15 | Puncture | 3 | | | | 20 | 3 | RIC | 4 | Electrical | 1 | | DRIVER | FASTEST LAP (S) | PER CENT | LAP | | ------ | --------------- | -------- | --- | | BOT | 93.740 | 100.0 | 22 | | HAM | 93.953 | 100.2 | 51 | | GRO | 94.053 | 100.3 | 47 | | ALO | 94.168 | 100.5 | 47 | | MAG | 94.327 | 100.6 | 29 | | RAI | 94.337 | 100.6 | 22 | | VET | 94.453 | 100.8 | 21 | | SIR | 94.563 | 100.9 | 42 | | HUL | 94.667 | 101.0 | 50 | | HAR | 94.689 | 101.0 | 44 | | GAS | 94.863 | 101.2 | 46 | | OCO | 95.043 | 101.4 | 38 | | LEC | 95.058 | 101.4 | 40 | | PER | 95.075 | 101.4 | 35 | | ERI | 95.093 | 101.4 | 26 | | VAN | 95.131 | 101.5 | 30 | | STR | 95.266 | 101.6 | 32 | | SAI | 95.535 | 101.9 | 35 | | VER | NA | NA | NA | | RIC | NA | NA | NA | # Lap Analysis ## Lap Analysis ![](/files/-L9bdOO2tdbnFI9ZarhA) ![](/files/-L9bdOO7pzvxr5Ch_6zO) ## Variant Do a variant where the x is pos on lap and y label is leader label Diff map by pos * the only difference between this and above are the scales ![](/files/-L9bdOOvJtYz3HVsCRRE) Then do an analysis to see how each driver is threatened by cars behind: ![](/files/-L9bdOP12PNTAxU8Tq8L) # Track Concordance ![](/files/-L9bdNGNgyK-7l_OfcZ3) ![](/files/-L9bdNGZ1fvqZq37zNAu) ![](/files/-L9bdNGgXk8T-euK4YOS) ![](/files/-L9bdNGnBZxwVaZu3uIZ) ![](/files/-L9bdNGupRrwyMIzRXlR) ![](/files/-L9bdNH0xeVoRJtdVLwY) ![](/files/-L9bdNH6NtLrCXX03awk) ![](/files/-L9bdNHGjE2gjt-2_BtW) ![](/files/-L9bdNHJt0HX7M4WKKpr) ![](/files/-L9bdNHNMm5PAZrpyoo9) ![](/files/-L9bdNHSvDGfDQFpohsQ) ![](/files/-L9bdNHYmxjOYkUI6kMB) ![](/files/-L9bdNHeC_P-o3SWMSUx) ![](/files/-L9bdNHhOdMDQtHjgjxF) ![](/files/-L9bdNHmJtsL-sZB04LY) ![](/files/-L9bdNHpehYM1U-7It5g) ![](/files/-L9bdNIEjQFroofD-QUj) ![](/files/-L9bdNIJ12mnnXdzTTbU) ![](/files/-L9bdNIOVGOx6XCDcSeQ) ![](/files/-L9bdNIS_igcMlRjCiJ-) # Battlemaps ![](/files/-L9bdJXoR7_tlUkqKWzh) ![](/files/-L9bdJY3fi_URl_zuEIV) ![](/files/-L9bdJY8RVnbYXs65Qxa) ![](/files/-L9bdJYBJ6guMr38_FB0) ![](/files/-L9bdJYWa7GxAii1bxPY) ![](/files/-L9bdJY_-060sH4GSkfx) ![](/files/-L9bdJYhbtF4AAZzD5vv) ![](/files/-L9bdJYmRFLLHDQeEXxE) ![](/files/-L9bdJYtlN9XsPQFTxrc) ![](/files/-L9bdJYy1mcd-Bg-Mxa8) ![](/files/-L9bdJZ4aVH6PRxJKAZB) ![](/files/-L9bdJZ8phDm5CRMiecy) ![](/files/-L9bdJZCjHILBNmmLEdP) ![](/files/-L9bdJZGI4ETFfHQ23BE) ![](/files/-L9bdJZMjVMLUY7x5yUc) ![](/files/-L9bdJZR7HoAlzP7fFKL) ![](/files/-L9bdJZYeJGa3EFS8ngw) ![](/files/-L9bdJZdtlmKujXFX06X) ![](/files/-L9bdJZjrHrFPgosf-09) ![](/files/-L9bdJZmgrqW9VQGKuTv) # Race History and Track Position ## Track Poistion ![](/files/-L9bdOOEztNZ5WYH8E24) ## Race History ![](/files/-L9bdOOIxYlVfBm-sVe4) # Pitstop Analysis ![](/files/-L9bdNDW7ijp3QcGByQz) ![](/files/-L9bdNDgtt40yRsZZ3KC) ![](/files/-L9bdNDlSp7azlDTWy2A) ![](/files/-L9bdNDpDv-uXPOrqNi3)