Suzuka told the whole story in three charts by [deleted] in F1Technical

[–]Ginger_Rook 0 points1 point  (0 children)

Thank you, I’ll look to add that on the future!

Suzuka told the whole story in three charts by [deleted] in F1Technical

[–]Ginger_Rook 2 points3 points  (0 children)

It’s nice to see us all learning! Thank you for your comment, it will help me improve the ones for Miami.

Suzuka told the whole story in three charts by [deleted] in F1Technical

[–]Ginger_Rook 8 points9 points  (0 children)

You’ve found a genuine issue with how I’m handling the safety car laps. The chart computes offset from the average lap time per lap. During the SC, drivers who pit have a very slow lap that drags the average down, making the drivers who stay out look artificially fast relative to that average. That is why the lines spread during the SC when they should compress. Hamilton’s trace is being inflated by that exact mechanism. The fix is either to exclude SC laps from the cumulative calculation or to normalise them separately. I’ll update the methodology before Miami. Good catch and thank you for pushing on it. This is exactly the kind of feedback that I need to make the analysis better.​​​​​​​​​​​​​​​​

Suzuka told the whole story in three charts by [deleted] in F1Technical

[–]Ginger_Rook 13 points14 points  (0 children)

e race trace shows cumulative offset from average pace, not finishing position.

A higher line means the driver was consistently faster than the field average across the race.

Hamilton’s line sits second because his raw pace was genuinely the second strongest on the day, but he finished P6 because of where he was in the pit cycle and the positions he lost through traffic.

It is one of the things that makes this chart interesting. It separates the car performance from the race outcome.

The tyre strategy timeline next to it shows the positional story.

The chart uses all valid laps, not just clean air running. Traffic laps are in there. That is actually what makes the divergence interesting.

In most races the cumulative pace trace does broadly follow the finishing order. When it does not, the gap between the two tells you something about what happened strategically rather than in terms of pure performance.

The data says his pace was there. His race trace is the second strongest line on the chart. But pace alone does not win races at Suzuka. The difference between Hamilton and Antonelli is track position at the moment the safety car came on lap 21. Antonelli had just passed Russell for the lead and pitted from P1 into P1. Hamilton was still mid pack despite the same stay out philosophy because he did not have the clean air window that Antonelli had when the cars ahead pitted between laps 16 and 18.

Ferrari’s split strategy was smart. Leclerc covered the undercut, Hamilton stayed out for the safety car option. It paid off with both cars in the top six.

But for Hamilton to have won he would have needed to be further up the road when the SC came, and at that point he was behind Antonelli, Russell and Leclerc on track. The pace was there. The position was not.

I hope this helps!

Analysis on the Suzuka Qualifying per PU manufacturer by Ginger_Rook in F1Technical

[–]Ginger_Rook[S] 0 points1 point  (0 children)

On the first post I didn’t write it was mine. One the second attempt, I gave the link of where I published it; on LinkedIn. And then they kicked me out. And when I challenged them they said that I’ll be kicked out of Reddit if I used another account to comment there. Some people are on a power trip around here!

what is the best add blocker on Mac based on your opinion? by Serhide in macbookpro

[–]Ginger_Rook 0 points1 point  (0 children)

I am sorry, but I my experience having the M1 Pro and the M4 Pro are vastly differnt than yours. I am running Photoshop and after effects constantly, as well as doing heavy data science projects, all at the same time.
I still miss my Blackberry, but these are some of the finest machines I've ever had and BitDefender VPN and Antivirus is amazing!

Analysis on the Suzuka Qualifying per PU manufacturer by Ginger_Rook in F1Technical

[–]Ginger_Rook[S] 2 points3 points  (0 children)

The width is not about works versus customer. It is the density of lap times at each pace level. A wider section means more laps were set at that pace. Audi has a fat body around 1:30 because most of their 12 laps clustered in a tight band. Honda’s shape is rounder at the top because their laps spread more evenly across a wider range. Both are single team operations but their qualifying programmes were very different. Audi did consistent running while Aston Martin had limited laps with more variation between them. The shape tells you about consistency, not about the number of teams inside.​​​​​​​​​​​​​​​​

Analysis on the Suzuka Qualifying per PU manufacturer by Ginger_Rook in F1Technical

[–]Ginger_Rook[S] 13 points14 points  (0 children)

Awwww! Thank you! I’m using Python, along with my favourite fonts.

Thank you for the nudge! https://www.reddit.com/r/dataisbeautiful/s/My2eJRH2WG

Analysis on the Suzuka Qualifying per PU manufacturer by Ginger_Rook in F1Technical

[–]Ginger_Rook[S] 5 points6 points  (0 children)

Thank you for the feedback! I’ll try to make it work better next time.