FastF1 provides a legitimate public dataset of expert motor skill demonstrations from professional F1 drivers. The auto-labelling approach (deriving mistakes from telemetry delta) is directly ...

A high‑octane toolkit for extracting, analysing and visualising Formula 1 telemetry with a few lines of code. Built for engineers, data scientists and fans who want to go beyond the broadcast.