Race

I started tinkering with geolocation data on this repo.

But my goal was: to create a Race Analytics solution.

For which we need:

1. Data Collection
2. Data Visualization (offline)
3. IoT / Telemetry setup
4. Data based feedback on your racing like a PRO

Racing Data

Geo Data

GoPro GPS Telemetry Magic

OA5 versus GoPro data extraction

GoPro Metadata Speed trackday

Getting GPS info during while driving on circuits

https://jalcocert.github.io/JAlcocerT/tinkering-telemetry-trackdays/#trackday-and-gopro-metadata

F1 Data

Amazon AWS handles F1 telemetry data with very high frequency/granularity that any data geek would dream.

There are some people that put together some formula 1 data for analysis:

• https://github.com/IAmTomShaw/f1-race-replay
  • https://github.com/JAlcocerT/f1-race-replay

Uses fastf1 package to source the data via API

python main.py --year 2025 --round 12 --qualifying

Improving your Racing with Data

Optimum Gears

Optimum Path

Other Racing Resources