RaceOptiData.com

Full article here 👇 raceoptidata.com/blog/f1-scorin…

@F1 Imagine you can run your own championship simulation across F1 history :) Change the rules and see what happen 👇

Aaand breathe... 😮‍💨 Here's our Top 10 from the Miami Grand Prix! 👇 #F1 #MiamiGP

@canalplusgroupe @CanalplusF1 Imaginez pouvoir lancer votre propre simulation de championnat sur les saisons historiques de la F1 :) Changez les règles et voyez ce qui se passe

#F1 #MiamiGP 🔥Encore un grand succès pour la F1 sur CANAL+ 📈Jusqu'à 1,60M tlsp au départ du Grand Prix de Miami ▶️1,43M tlsp en moyenne, 5ème meilleure audience historique de la F1 sur CANAL+ (hors clair) Prochain RDV : Grand Prix du Canada le 24 mai

@F1History1950 Imagine you can run your own championship simulation across F1 history :) Change the rules and see what happens

1987: Mansell wins despite car issues #OnThisDay 3 May, Nigel Mansell managed mechanical issues with his Williams-Honda to triumph at the 1987 San Marino Grand Prix, finishing thirty seconds ahead of Ayrton Senna, second, in the Lotus. The win showcased Mansell’s skill in eeking every last bit out of the car. His teammate, Nelson Piquet, didn’t race due to a big crash in free practice.  Other highlights of the race included a last-minute car switch for rookie driver Satoru Nakajima, who managed a commendable sixth-place finish after a technical failure with his Lotus. Michele Alboreto finished third for Ferrari. #f1 #formula1

What if you could rewrite F1 history? I built a dashboard to simulate alternative championships. • 2007 → Hamilton becomes qualifying champion • 1999 → Irvine wins with modern scoring Same seasons. Same drivers. Different rules → different outcomes. Try it yourself 👇 raceoptidata.com

🏁 RaceOptiData — Dataset update Create your own data analysis ! The 2026 F1 dataset is now up to date through Round 4 🇺🇸 What’s included: • race results & classifications • lap-by-lap data • pit stops • qualifying & grid • full season structure Formats: CSV · PostgreSQL · MySQL · SQL Server Clean, structured, and ready for analysis. 🔗 raceoptidata.com (API fully updated)

@EmeraldsoftUsa @F1 The main tool is python 🙂

@RaceOptiData @F1 Nice analysis! Which tools do you use to generate this ?

@SkySportsF1 Really hard for George 👇

Work to do for George Russell in Miami today 🗣️✍️

@McLarenF1 Clearly strong 👍

Adding 48 points to our tally 👏 A big weekend in Miami 🧡 #McLarenF1 | #MiamiGP 🌴

@F1 Lando was close 👇

Miami magic! ✨ Three consecutive Grand Prix wins from three consecutive Pole Positions for Kimi Antonelli 🤯 #F1 #MiamiGP

@GazzettaFerrari Hard day for Lewis 👇

🚨 | Charles Leclerc: “The mistake? I gave it everything. I knew it was going to be crucial to have Overtake, and I knew our deployment out of Turn 3 wasn’t very good compared to the McLaren.” “Of course, none of that is an excuse for the mistake I made, because I can only blame myself, and I was lucky to finish the race. Instead of P4, we finished P6. I’m very disappointed with the performance I delivered.”

@MercedesAMGF1 Hard race for George 👇

Back-to-back-to-back! 🏆🏆🏆 Bellissimo, Kimi! 💪

Miami GP duels 👇 HAM vs LEC → decided by strategy & start position, not pace RUS vs ANT → pure domination (~+40s) NOR vs ANT → very close, race decided after pit phase 🎯 Key moment: medium → hard transition

Miami GP 👇 1️⃣ Strategy One-stop, long Hard stints → track position race 2️⃣ Race pace ANT fastest avg NOR & PIA strong → McLaren best overall package 3️⃣ Longer stint ANT & NOR very close LEC 0.5s behind RUS 1s behind teammate 4️⃣ Quiet performance Both Williams in the points → consistent stints 🎯 McLaren best car Antonelli best driver this weekend

@CanalplusF1 Etonnant que Norris n'ait pas trouvé une occasion d'attaquer Antonelli

QUELLE FIN DE COURSE À MIAMI 😱 Antonelli s'impose devant Norris et Piastri tandis que Leclerc, parti en tête-à-queue dans le 1er secteur du dernier tour, est dépassé par Russell et Verstappen ! 🇺🇸 #MiamiGP #F1

@McLarenF1 Mc Laren had the best car but no victory 👇

A first Grand Prix double podium of 2026 for our duo 🧡 #McLarenF1 | #MiamiGP 🌴

@MercedesAMGF1 Very solid pace from Kimi 👇

THREE IN A ROW. KIMI WINS IN MIAMI!!!! 🌴🔥🏆

@F1 Amazing first line

Kimi. Max. 👀 The front row goes the way of Antonelli and Verstappen 🫡 #F1 #MiamiGP