An interactive Formula 1 race visualisation and data analysis tool built with Python! 🏎️

F1 Live Timing TUI for all F1 sessions with variable delay to sync to your TV. Supports replaying previously recorded sessions.

Visualisation of real-time track data and telemetry synced to F1 replays.

f1 race winner predictor

Pitwall is a F1 live timing client built for your terminal

Visualize Formula 1 teams, drivers, race analytics, and more using Powerpipe and SQLite.

Formula 1 Data Analysis and Visualisations

A Python-based GUI tool for visualizing F1 telemetry with multiple data representations.

Project about analysis of Formula One data (1900-2023). Contains every single driver's data, especially rates about all the parameters that could even exist. Also contains GP stats, safety cars, etc.

An open-source Python tool for extracting and transcribing Formula 1 race radio communications from F1 TV streams. This tool automatically processes radio communications for all drivers during race sessions, qualifying, and sprint events.

F1 RACE STATISTICAL ANALYSIS

This project ingests live Formula 1 telemetry, processes it through a highly scalable Medallion Lakehouse architecture (Bronze, Silver, Gold) using PySpark, and deploys an XGBoost Classification engine. The pipeline automatically evaluates Friday Race Pace and Saturday Qualifying track position to predict Sunday race outcomes, emailing the results

Machine Learning pipeline for predicting Formula 1 2025 driver scores (Proxy-Grid), including Monte Carlo simulations and past season evaluations.

Databases II Project

Race wise F1 data analytics

Streamlit app for F1 win/podium/top10 probabilities + model diagnostics (2023)

ML-based optimization of Formula 1 race strategies using 2024 season data.

A python tool for the analysis and visualization of Formula 1 telemetry data

Slick Telemetry frontend written in typescript with nextjs and vercel

An advanced and customizable F1 application with real time and historical data.