Lap time and start/end times are from the on-screen HUD timer. The track is identified from the end screen logo and video title. Vehicle brand is inferred from 'EVO' in the title and description, commonly referring to Mitsubishi Lancer Evolution. Driver skill is based on achieving 2nd place in the event. Continuous in-car POV is verified throughout the lap.