My VERY extensive βQuali and race previewβ article (2500+ words, over 19 images/analyses from FP2) π
https://buymeacoffee.com/f1dataanalysis/austrian-gp-quali-race-preview-3800589
https://buymeacoffee.com/f1dataanalysis/austrian-gp-quali-race-preview-3800589
β€8π₯°1
AUSTRIAN GP - RACE PACE
McL dominated the race, finishing almost 20s in front of the next best car (Ferrari/LEC) and lapping everyone but the top 7!
Both Saubers within 1-2 tenths of RUS.
LAW and ALO had an excellent pace despite the one-stopper: brilliant race.
PACE
1) π§ NOR quickest
2) π§ PIA +0.03s/lap
3) π₯ LEC +0.27
4) π₯ HAM +0.43
5) π© RUS +0.91
Who surprised you the most? π€π
McL dominated the race, finishing almost 20s in front of the next best car (Ferrari/LEC) and lapping everyone but the top 7!
Both Saubers within 1-2 tenths of RUS.
LAW and ALO had an excellent pace despite the one-stopper: brilliant race.
PACE
1) π§ NOR quickest
2) π§ PIA +0.03s/lap
3) π₯ LEC +0.27
4) π₯ HAM +0.43
5) π© RUS +0.91
Who surprised you the most? π€π
β€8π1π₯1
Formula Data Analysis
AUSTRIAN GP - RACE PACE McL dominated the race, finishing almost 20s in front of the next best car (Ferrari/LEC) and lapping everyone but the top 7! Both Saubers within 1-2 tenths of RUS. LAW and ALO had an excellent pace despite the one-stopper: brilliantβ¦
McLaren is dominating this season: they have scored 417 points in 11 races, just 2 less than their two main rivals COMBINED! π
(419: 210 Ferrari + 209 Mercedes)
(419: 210 Ferrari + 209 Mercedes)
π₯9β€2
AUSTRIAN GP
UPPER IMAGE: Gap to Leader
(only non-lapped drivers shown)
Yes, just 5 other drivers were not lapped by NOR!
LOWER IMAGE: Tyre Wear
(fuel-corrected laptimes per team and tyre compound)
Ferrari and RUS were closer to McL on Mediums than on Hards.
Russellβs pace on Hards was terrible!
UPPER IMAGE: Gap to Leader
(only non-lapped drivers shown)
Yes, just 5 other drivers were not lapped by NOR!
LOWER IMAGE: Tyre Wear
(fuel-corrected laptimes per team and tyre compound)
Ferrari and RUS were closer to McL on Mediums than on Hards.
Russellβs pace on Hards was terrible!
π13β€6
BRITISH GP - WING THURSDAY!
McLaren is still unsure about the best wing to run at Silverstone π‘
A MORE loaded wing (left) provides:
β β Much better braking (grip + stability);
β Improved cornering and traction;
β Higher drag (main drawback).
π Will it result in better tyre deg? Yes... maybe
- The tyres will spin/slide less β‘οΈSmaller temperature spikes β‘οΈ Lower thermal deg.
- Tyres will be subject to higher vertical forces, AND also longitudinal/lateral forces if the driver exploits the additional grip β‘οΈ Larger MECHANICAL stress.
The AVERAGE temperature can get higher, increasing the mechanical wear (tyre gets softer) and the thermal wear too.
In Silverstone, a more loaded wing normally improves tyre deg. There are exceptions, though: LEC got P3 in 2020 on the terrible SF1000 also thanks to the lower tyre stress induced by his less loaded rear wing!
If you liked this topic I will make a more detailed discussion and analysis on it in the future!
Photos by: @albertfabrega
McLaren is still unsure about the best wing to run at Silverstone π‘
A MORE loaded wing (left) provides:
β β Much better braking (grip + stability);
β Improved cornering and traction;
β Higher drag (main drawback).
π Will it result in better tyre deg? Yes... maybe
- The tyres will spin/slide less β‘οΈSmaller temperature spikes β‘οΈ Lower thermal deg.
- Tyres will be subject to higher vertical forces, AND also longitudinal/lateral forces if the driver exploits the additional grip β‘οΈ Larger MECHANICAL stress.
The AVERAGE temperature can get higher, increasing the mechanical wear (tyre gets softer) and the thermal wear too.
In Silverstone, a more loaded wing normally improves tyre deg. There are exceptions, though: LEC got P3 in 2020 on the terrible SF1000 also thanks to the lower tyre stress induced by his less loaded rear wing!
If you liked this topic I will make a more detailed discussion and analysis on it in the future!
Photos by: @albertfabrega
π₯15β€3π1
Forwarded from Formula Data Analysis
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So... I did somethingπ¬
I'm teaming up with JMP to organise an F1-themed data analysis summer challenge!π€©
You'll analyse the data from an F1 race: laptimes, compounds, pit stops, speed traps, you name it!π
Same data for everyone: may the best among you win!
Info in commentπ
I'm teaming up with JMP to organise an F1-themed data analysis summer challenge!π€©
You'll analyse the data from an F1 race: laptimes, compounds, pit stops, speed traps, you name it!π
Same data for everyone: may the best among you win!
Info in commentπ
β€6π₯1
Formula Data Analysis
So... I did somethingπ¬ I'm teaming up with JMP to organise an F1-themed data analysis summer challenge!π€© You'll analyse the data from an F1 race: laptimes, compounds, pit stops, speed traps, you name it!π Same data for everyone: may the best among you win!β¦
1) SIGN UP
2) DOWNLOAD a JMP free trial and the dataset
3) CREATE your analysis in JMP, and submit it
I will be on the jury alongside other experts. The winners will present their findings in a webinar and will also receive a LEGO F1 car! π§±
Click here:
https://www.jmp.com/en/offers/summer-challenge/motorsport?utm_source=fdanalysis&utm_medium=social&utm_campaign=701Ki000000EZJgIAO
See you at the challenge!
2) DOWNLOAD a JMP free trial and the dataset
3) CREATE your analysis in JMP, and submit it
I will be on the jury alongside other experts. The winners will present their findings in a webinar and will also receive a LEGO F1 car! π§±
Click here:
https://www.jmp.com/en/offers/summer-challenge/motorsport?utm_source=fdanalysis&utm_medium=social&utm_campaign=701Ki000000EZJgIAO
See you at the challenge!
π₯4π1
Formula Data Analysis
1) SIGN UP 2) DOWNLOAD a JMP free trial and the dataset 3) CREATE your analysis in JMP, and submit it I will be on the jury alongside other experts. The winners will present their findings in a webinar and will also receive a LEGO F1 car! π§± Click here: β¦
A race weekend might be the best time to get involved in a F1-themed data analysis challenge! ππ
If you missed it, the JMP Summer Challenge will have you working on real F1 data, with no entry fee and with a prize for the winner! ππ
More info: https://www.jmp.com/en/offers/summer-challenge/motorsport?utm_source=fdanalysis&utm_medium=social&utm_campaign=701Ki000000EZJgIAO
If you missed it, the JMP Summer Challenge will have you working on real F1 data, with no entry fee and with a prize for the winner! ππ
More info: https://www.jmp.com/en/offers/summer-challenge/motorsport?utm_source=fdanalysis&utm_medium=social&utm_campaign=701Ki000000EZJgIAO
π3π₯1
BRITISH GP - PRACTICE 2 ANALYSIS
The telemetry of π§NOR vs π₯LEC's laps is VERY interesting:
π§NOR was 8km/h (!!) quicker than LEC at Turn 4 apex, yet he was also quicker on entry and no slower on exit.
π§NOR downshifted to 2nd gear into T7 (LEC used 3rd).
π₯LEC didn't lift into Copse (T9), but his ERS deployment before that is much lower (notice how he loses more and more speed)!
π₯However, he was 8km/h quicker at the end of the snake (T12-13) as he lifted was less through there, producing ~1g higher lateral acceleration. He only lost a bit on exit.
π₯He lifted less into T15, but his performance was similar to NOR's.
Summary: π§McL is the favourite, but π₯Ferrari should be strong again, as in Austria (Mercedes might be in the mix too, aided by the cooler temperatures).
What's YOUR opinion?
The telemetry of π§NOR vs π₯LEC's laps is VERY interesting:
π§NOR was 8km/h (!!) quicker than LEC at Turn 4 apex, yet he was also quicker on entry and no slower on exit.
π§NOR downshifted to 2nd gear into T7 (LEC used 3rd).
π₯LEC didn't lift into Copse (T9), but his ERS deployment before that is much lower (notice how he loses more and more speed)!
π₯However, he was 8km/h quicker at the end of the snake (T12-13) as he lifted was less through there, producing ~1g higher lateral acceleration. He only lost a bit on exit.
π₯He lifted less into T15, but his performance was similar to NOR's.
Summary: π§McL is the favourite, but π₯Ferrari should be strong again, as in Austria (Mercedes might be in the mix too, aided by the cooler temperatures).
What's YOUR opinion?
β€8
Formula Data Analysis
BRITISH GP - PRACTICE 2 ANALYSIS The telemetry of π§NOR vs π₯LEC's laps is VERY interesting: π§NOR was 8km/h (!!) quicker than LEC at Turn 4 apex, yet he was also quicker on entry and no slower on exit. π§NOR downshifted to 2nd gear into T7 (LEC used 3rd).β¦
SECTOR GAPS:
NOR quickest in S1 and S3; LEC in S2 (where VER struggled).
TOP SPEEDS:
RBR, Ferrari, and Alpine had the highest top speeds (325-322km/h);
McL and Aston had the lowest (320-319km/h).
NOR quickest in S1 and S3; LEC in S2 (where VER struggled).
TOP SPEEDS:
RBR, Ferrari, and Alpine had the highest top speeds (325-322km/h);
McL and Aston had the lowest (320-319km/h).
π3π₯°2β€1
Formula Data Analysis
SECTOR GAPS: NOR quickest in S1 and S3; LEC in S2 (where VER struggled). TOP SPEEDS: RBR, Ferrari, and Alpine had the highest top speeds (325-322km/h); McL and Aston had the lowest (320-319km/h).
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British GP - Analyses Repository β Formula Data Analysis
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π5β€1π1
Formula Data Analysis
SECTOR GAPS: NOR quickest in S1 and S3; LEC in S2 (where VER struggled). TOP SPEEDS: RBR, Ferrari, and Alpine had the highest top speeds (325-322km/h); McL and Aston had the lowest (320-319km/h).
The possible rain can shake up everything, though! It will be a very unpredictable weekend π¬π₯
π4π3
π BRITISH GP - FP2 LONG RUNS
Most drivers used the Medium
π¦VER: quickest;
π§NOR: incredibly consistent (likely driving to a target laptime);
π₯HAM: started his long run with the quickest lap, but his pace dropped worryingly;
π©RUS: longest stint (12 push laps; 23 laps on his tyres by the end!)
Most drivers used the Medium
π¦VER: quickest;
π§NOR: incredibly consistent (likely driving to a target laptime);
π₯HAM: started his long run with the quickest lap, but his pace dropped worryingly;
π©RUS: longest stint (12 push laps; 23 laps on his tyres by the end!)
β€14
BRITISH GP - QUALIFYING
βAerodynamically, a skinny rear wing shouldn't allow you to corner as quickly, but VER doesn't know it, so he does it anyway!β
π¦Verstappen's and π§Piastri's laps were just 1 tenth apart, yet they couldn't be more different than this!
VER opted for a very skinny (for Silverstone) rear wing, gaining significantly over all the straights.
His achievement, however, was losing little or no time in the fast corners! Notice how he's still very competitive in Maggots and Becketts (T10-12).
He had to lift into Copse (T9), though: his entry speed was higher than PIA's (less drag) and his grip limits lower (less downforce).
He had no other choice but to obey the laws of physics!
βAerodynamically, a skinny rear wing shouldn't allow you to corner as quickly, but VER doesn't know it, so he does it anyway!β
π¦Verstappen's and π§Piastri's laps were just 1 tenth apart, yet they couldn't be more different than this!
VER opted for a very skinny (for Silverstone) rear wing, gaining significantly over all the straights.
His achievement, however, was losing little or no time in the fast corners! Notice how he's still very competitive in Maggots and Becketts (T10-12).
He had to lift into Copse (T9), though: his entry speed was higher than PIA's (less drag) and his grip limits lower (less downforce).
He had no other choice but to obey the laws of physics!
β€4π₯2π1
BRITISH GP RACE PACE
π§McL dominated, and it wasnβt even close: the 2nd best car (π©Sauber/HUL and π₯Ferrari/HAM were matched) was over 1s/lap slower!
ALBβs pace (13th quickest) was closer to HUL/HAMβs than HUL/HAMβs was to NORβs!
π¦VERβs skinny rear wing paid dividends in quali, but hurt him in the wet.
π©Sauber scored more points (15) than any other team after McLaren! They are now 6th in the WCC, and HUL is 9th in the WDC (and has over half ANTβs points).
π§McL dominated, and it wasnβt even close: the 2nd best car (π©Sauber/HUL and π₯Ferrari/HAM were matched) was over 1s/lap slower!
ALBβs pace (13th quickest) was closer to HUL/HAMβs than HUL/HAMβs was to NORβs!
π¦VERβs skinny rear wing paid dividends in quali, but hurt him in the wet.
π©Sauber scored more points (15) than any other team after McLaren! They are now 6th in the WCC, and HUL is 9th in the WDC (and has over half ANTβs points).
π₯9β€2
BRITISH GP - π START ANALYSIS
Those on the front row (π¦VER, π§PIA) were the first to reach 200km/h. Still, PIA was slightly quicker to 100km/h, gaining a few meters (but not enough to attack).
Worst start by ANT and SAI (needed 0.4s more than PIA to reach 100km/h, and 0.6s more to 200).
Those on the front row (π¦VER, π§PIA) were the first to reach 200km/h. Still, PIA was slightly quicker to 100km/h, gaining a few meters (but not enough to attack).
Worst start by ANT and SAI (needed 0.4s more than PIA to reach 100km/h, and 0.6s more to 200).
β€10π1π1
BRITISH GP - π¦VER vs π§PIA RACE START
PIA was smoother on the throttle (increased it sooner, but also more progressively).
VER, instead, had to lift a bit around 50% throttle as he has some wheelspin (notice the spike in RPM just before that!).
He still reached 200km/h when PIA did, but lost a bit of time before that.
PIA was smoother on the throttle (increased it sooner, but also more progressively).
VER, instead, had to lift a bit around 50% throttle as he has some wheelspin (notice the spike in RPM just before that!).
He still reached 200km/h when PIA did, but lost a bit of time before that.
π₯13β€1
BRITISH GP - RACE | TOP SPEED PER LAP
How strong can a tow be? What about 26km/h ON TOP of DRS?!?π³
BEA had the 4th lowest top speed in quali (no tows): βjustβ 320km/h.
Instead, he reached 346km/h while overtaking, although compared to quali:
- ERS deployment had to be managed more πͺ«;
- Track conditions were worse.
How strong can a tow be? What about 26km/h ON TOP of DRS?!?π³
BEA had the 4th lowest top speed in quali (no tows): βjustβ 320km/h.
Instead, he reached 346km/h while overtaking, although compared to quali:
- ERS deployment had to be managed more πͺ«;
- Track conditions were worse.
β€5π₯°3π2
Formula Data Analysis
BRITISH GP - RACE | TOP SPEED PER LAP How strong can a tow be? What about 26km/h ON TOP of DRS?!?π³ BEA had the 4th lowest top speed in quali (no tows): βjustβ 320km/h. Instead, he reached 346km/h while overtaking, although compared to quali: - ERS deploymentβ¦
TOP SPEED IN QUALIFYING
π₯10β€3π3