🏎️ RaceTrace — F1 Telemetry Analysis

Overview

RaceTrace is a Formula 1 telemetry analysis tool that lets you analyze and compare lap data from multiple drivers.
You can visualize metrics like speed, throttle, brake, gear, RPM, and DRS for each driver — either their fastest lap or a specific lap of your choice.

It’s built using Python, FastF1, Plotly, and Streamlit for an interactive and insightful F1 data experience.

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Features

✅ Extract all laps and telemetry data for any driver in a session.
✅ Compare two drivers side by side.
✅ Support for Fastest Lap or Specific Lap selection.
✅ Visualize telemetry metrics:

• Speed
• Throttle & Brake
• Gear
• RPM
• DRS

✅ Compute and display lap delta (time difference between two drivers).
✅ Interactive Plotly charts with hover insights and legend toggles.
✅ Local caching to speed up repeated session loads.

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Tech Stack

• Python — core data processing
• FastF1 — access to Formula 1 telemetry and timing data
• Pandas & NumPy — data manipulation and alignment
• Plotly — interactive visualizations
• Streamlit — user-friendly frontend

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⚙️ Installation & Setup

1️⃣ Clone the repository

https://github.com/imAbhinav13/RaceTrace
cd RaceTrace

2️⃣ Create and activate a virtual environment

Windows

python -m venv venv
venv\Scripts\activate

macOS / Linux

python3 -m venv venv
source venv/bin/activate

3️⃣ Install dependencies

pip install -r requirements.txt

4️⃣ Run the Streamlit app

streamlit run display/streamlit_telemetry.py

Example Output