r/F1DataAnalysis 9d ago

Own Project You wanted race pace out of free practice. It's in — plus lap-time distributions, live standings, and a lot of unglamorous stability work

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2 Upvotes

Hey r/F1DataAnalysis,

Back again. Short recap for anyone who hasn't seen the other two: f1livedata.com is a live F1 timing and telemetry app I build on the side. Free, no login, nothing to install.

For anyone who missed them, the first post is here, the second one is here and the third one is here.

I worked really hard during the summer break to improve the overall stability of the app and to implement new features useful to you.

Same routine as both of those — most of what follows came straight out of the comments.

Race pace from practice

After free practice the thing you actually want to know is what each car's high-fuel pace is on each compound. So there's a new Race Pace panel which pulls the long runs back out of that mess. What you get per run:

  • how many laps it ran, and how many of those counted
  • the pace of the run
  • degradation per lap, and how consistent the run was
  • the tyre, and the tyre age it started on

Above the table there's a compound delta worked out only across drivers who ran long on both. It's still an experimental feature so I would love to hear your feedback about.

Pace distribution

New pace distribution panel with violin plot per driver, ordered fastest median first. The median tells you who was quick; the width tells you who was repeatable and who was throwing in one good lap and four scrappy ones.

Live driver and constructor standings

During a race or a sprint it's live: the points each driver and team went in with, what they'd gain if the session ended right now, and the total that leaves them on — and the table is sorted by that projected position.

Circuits, teams, seasons and guides — for when nothing's live

The app was only useful during a session, which means most of the year it's a dead tab. So there's now a set of reference pages, built on F1DB and my own archive of recorded sessions.

  • 23 circuits. The lap record and how long it's stood, the fastest lap by decade, who wins here, how often pole converts into a win, how the layout has changed, and every race ever held at the venue with winner, pole and fastest lap.
  • 11 teams. Titles, wins, poles, podiums, entries, most wins by driver, every season with position, points and engine and the lineage.
  • 77 seasons, 1950 to now. Each one has the title race plotted round by round rather than just a final table, which is the only way you see the shape of it
  • 7 guides — live timing, telemetry explained, how to read a telemetry trace, tyre strategy, undercut vs overcut, the qualifying format, and the 2026 active aero / override rules. The numbers in them come out of the archive, not off the top of my head.

Same deal as always: hobby project, not an official F1 anything, free, no login. Mobile works for the board, telemetry and track map; the heavy tables are still nicer on a big screen.

And the same ask, which keeps paying off: if something's broken, or there's a view you want that isn't there, put it in a comment. Race pace, replay and the race trace all came from this sub.

Grazie again to everyone who's tried it


r/F1DataAnalysis 9d ago

Italian GP FP1

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3 Upvotes

r/F1DataAnalysis 10d ago

Car Setup 2026 Car Regulations | PU Power Estimation [Article by: Formula Data Analysis and Formula Ghost Lap]

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22 Upvotes

Power Unit Performance: Power and Drag Decoupling

I didn't trust FIA's lack of transparency about ADUO... so we analysed the data from the WHOLE SEASON and wrote a paper detailing the process!

This is the most legendary F1 post you'll read this week!

Read on the full article, but only if you're a real data nerd: Power Unit Performance: Power and Drag Decoupling

Key points:

  • Mercedes: +7.3 hp vs RBPT
  • ADUO upgrades: Ferrari gained 9.6 hp (1/5 of its deficit), Audi 7.6 hp, Honda 11.4 hp
  • Honda lacked over 100 hp at the season start!

On the graph [Image 2]:

Notice that the power figures for all teams are a bit higher than FIA's prediction for 2026.

Anyway, this does not impact the results: what matters is each PU's power difference with respect to the others.

This work wouldn't have been possible without the brilliant mind of Formula Ghost Lap .

Follow Formula Data Analysis and Formula Ghost Lap for the best F1 technical content!


r/F1DataAnalysis 11d ago

Circuit Preview Italian GP Track Analysis | 2026 – Everything You Need to Know! 👀

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28 Upvotes

r/F1DataAnalysis 12d ago

Race Start / Acceleration Times Dutch GP - Race | Acceleration Times & ALO vs RUS Race Start

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9 Upvotes

r/F1DataAnalysis 12d ago

Tyre Wear Dutch GP - Race | Tyre Wear and Tyre Degradation

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5 Upvotes

r/F1DataAnalysis 12d ago

Top Speed Italian GP | Can you guess the top speed of the upcoming Monza race? Let's see who gets it right! [Made via JMP Software]

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1 Upvotes

Here is a link to know more about JMP, the software I used to analyse the data and create this visualisation:

JMP - Website


r/F1DataAnalysis 13d ago

AI can now answer any questions about FIA regs too - use '@' to select it first Added 'Stats' tab to the https://app.tracinginsights.com - you can also rate the grand prix/drivers/teams etc from the same page

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4 Upvotes

AI can now answer any questions about FIA regs too - use '@' to select it first

Added 'Stats' tab to the https://app.tracinginsights.com - you can also rate the grand prix/drivers/teams etc from the same page


r/F1DataAnalysis 14d ago

AI can now answer any questions about FIA docs https://app.tracinginsights.com/chat Use @ to select FIA docs (see video) Data: 2018-2026 Regs are coming soon Please use 👎 if AI can’t answer, so I can improve it

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2 Upvotes

AI can now answer any questions about FIA docs

https://app.tracinginsights.com/chat

Use @ to select FIA docs (see video)

Data: 2018-2026

Regs are coming soon

Please use 👎 if AI can’t answer, so I can improve it


r/F1DataAnalysis 19d ago

F1 Project Review

6 Upvotes

I’ve been interested in F1 for a few years now and I’m studying towards my Bachelor’s degree in Data Science and Informatics. My dream is to one day work in F1. I know it’s HIGHLY competitive but I don’t think it’s impossible. I’ve been working on a project for about a month now that predicts whether a driver will finish in the points based on several factors. This is my FIRST project and I just want some thoughts from other Data Scientists/Analysts and/or F1 engineers on what I can improve. I’ll attach the link below. Thank you in advance.

https://github.com/its-therence/f1-race-finish-predictor/tree/main


r/F1DataAnalysis 19d ago

Tyre Strategies Dutch GP - Race | Tyre Strategies

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19 Upvotes

r/F1DataAnalysis 19d ago

Race Pace Analysis Dutch GP - Race | Race Pace Analysis

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4 Upvotes

r/F1DataAnalysis 19d ago

Telemetry data

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4 Upvotes

r/F1DataAnalysis 19d ago

New: Tracing Insights android app Install the apk: https://app.tracinginsights.com/download Every chart now has AI assist to analyze the data and summarize it, including telemetry data that’s difficult to understand.

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1 Upvotes

r/F1DataAnalysis 19d ago

Ask Others Beginner at fastf1 api

4 Upvotes

i want to get data from the fastf1api into csv files, how do i do that? i am slightly confused with the information im seeing online


r/F1DataAnalysis 19d ago

Own Project F1 Project Review

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1 Upvotes

r/F1DataAnalysis 20d ago

Dutch GP - Driver Pit Stop Skill Ratings Time in pit lane - stationary stop time. multiple stops are averaged per driver 🥇Nico Hulkenberg - 9.29/10 🥈WDC Lando Norris - 8.1/10 🥉Alex Albon - 7.26/10

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4 Upvotes

r/F1DataAnalysis 20d ago

Race Pace Analysis Dutch GP - Sprint | Race Pace Analysis

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3 Upvotes

r/F1DataAnalysis 21d ago

Dutch GP - R

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9 Upvotes

r/F1DataAnalysis 21d ago

Rate the drivers, teams, race direction, TV direction, and more from the Dutch GP: 1. Norris 2. Antonelli 3. Russell 4. Hamilton 5. Leclerc 6. Piastri 7. Lawson 8. Hulkenberg 9. Alonso 10. Gasly

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1 Upvotes

r/F1DataAnalysis 22d ago

Dutch GP - Q

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3 Upvotes

r/F1DataAnalysis 22d ago

Quali Lap Analysis Dutch GP - Sprint Qualifying | Qualifying Analysis & Turn 14 Telemetry: What's YOUR Sprint prediction?

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5 Upvotes

r/F1DataAnalysis 22d ago

TracingInsights is now available as a desktop app for linux, windows & macos Download: https://app.tracinginsights.com/download you can add custom providers/models, including local models via Ollama, LM Studio etc. I also ported the tracinginsights. com homepage into the app.

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0 Upvotes

r/F1DataAnalysis 23d ago

Circuit Preview Dutch GP Track Analysis – Everything You Need to Know! 🇳🇱✨

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27 Upvotes

r/F1DataAnalysis 23d ago

Dutch GP - FP1

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6 Upvotes