Formula1 Data Analysis

Introduction

Formula 1 is the highest class of the motersport, which is is the biggest racing event in the world. It is an international professional automobile racing competition organized by the FIA, the International Automobile Federation. In this page, I provide a strategic analysis of f1. It can cover a variety of topics for example, Race result prediction, strategy analysis, race track optimization and analysis, and team car analysis.

Topics

• Race Strategy
  • Race Strategy Optimization by using Genetic Algorithm
• Racing
  • How Can Find Ideal Racing Line? : Dynamic Programming
• Team Analysis
  • Formula1 Race Result by Bar-Chart-Race
• Race Prediction

Tools for Analysis

• Fastf1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry.
• Matplotlib, Seaborn are useful python visualization packages.
• PyTorch is a machine learning framework based on the Torch library used for applications such as computer vision and natural language processing originally developed by Meta AI and now part of the Linux Foundation umbrella.