Towards Race Analysis

Bringing F1 enthusiasts and data enthusiasts together. Want to learn how to do these analyses yourself? Check out my medium (link in bio).

[Towards Race Analysis @towraceanalysis]

Tomorrow the first #F1 race weekend of 2023 starts!

You'll probably see a lot of data 📈 flying around your timeline.

Why not analyze the data yourself?! Let me show you how with #Python 👀

Start with firing up a Jupyter notebook and installing Fastf1:

[Towards Race Analysis @towraceanalysis]

I've been developing this data-driven story platform - you can read the full article here on Qualifying.

Take a look and leave me your feedback!

https://t.co/XPMACFFIaD

[Towards Race Analysis @towraceanalysis]

Austin quali: Ferrari were quickest through the slow and medium corners, then lost 0.702 s on the straights by being the team that clipped the most.

Mercedes had the more even car and took pole.

[Towards Race Analysis @towraceanalysis]

Red Bull over Ferrari is closer than the grid says.

Leclerc's Q2 lap, 1:34.198, was quicker than Verstappen's 1:34.214 in Q3.

Leclerc was slower in Q3 and starts fourth.

[Towards Race Analysis @towraceanalysis]

Who's interested in the Austin pre-weekend review?

It's a fast & flowing track, which has typically been dominated by Mercedes

Is the Red Bull momentum real, or will be be back to how things were?

See the full article here: https://t.co/ck7eKaAZau

[Towards Race Analysis @towraceanalysis]

We back

https://t.co/peXRmXuBmI

[Towards Race Analysis @towraceanalysis]

@JanVanHaaren @spatialsports @FDataAnalysis @F1TelemetryBot You can find many tutorials here! https://t.co/gAexwiS9Ri

[Towards Race Analysis @towraceanalysis]

@Dexter_Corley @EngineBraking @TheRedFlags_Pod Today's #BahrainGP? 👀

For the rest, great analysis! You might also want to check out and compare the out laps of Verstappen and Perez. Verstappen was 2 seconds quicker during his outlap on the mediums, so it's very interesting telemetry!

[Towards Race Analysis @towraceanalysis]

@barot_dvij That’s a challenging one because a lot of events in a race are… hard to predict.

I would start with predicting strategies based on tyre wear if i were you!

[Towards Race Analysis @towraceanalysis]

@ryantilley8 @brrrake 💪🏻 check da bio

[Towards Race Analysis @towraceanalysis]

@SamHoppen Great to hear!

[Towards Race Analysis @towraceanalysis]

Applying #processmining on #Formula1 data?

Are you curious what process mining is, and what we're exactly seeing here? Join the webinar!

⏰ June 1st, 11:00 - 12:00 CEST
🔗 https://t.co/6eghizrmdK

[Towards Race Analysis @towraceanalysis]

@SMuraszewski Good to have had you there 💪🏻

[Sebastian Muraszewski @SMuraszewski]

Kiedy widzę połączenie Formuły 1 i analizy danych, nie mogę ukrywać podekscytowania. @f1dataanalytics prowadzi znakomity wykład, dzielenie się wiedzą w sporcie to potęga. #F1pl #ViaF1

[Towards Race Analysis @towraceanalysis]

@droyeet Good luck with that 💪🏻

Yes, will be recorded!

[Towards Race Analysis @towraceanalysis]

Do you recognize a #MonacoGP lap through this process flow?

Learn all about process mining and sign up for the webinar "Unleashing the power of process mining in Formula 1 data" this Thursday!

⏰ June 1st, 11:00 - 12:00 CEST
🔗 https://t.co/pX25dDe45B

[Towards Race Analysis @towraceanalysis]

@F1Mohamed0 Depends on what you consider data science! It’s for example not necessarily machine learning or AI related if that’s what you’re looking for

[Towards Race Analysis @towraceanalysis]

@NaturalParadigm Right?! 💪🏻

[Towards Race Analysis @towraceanalysis]

@msharpe95440458 Will be recorded 💪🏻

[Towards Race Analysis @towraceanalysis]

@MitchellMay33 Agreed - it's not about the visualisation per sé, but it's about what you do with it.

Process mining unlocks a very different angle on data (e.g. times between activities: brake to full throttle), which I will be highlighting during the webinar!