Lap time and start/end times are from the on-screen HUD timer. The track and vehicle are identified from the video title and description. The lap date is derived from the track day calendar shown at the end of the video. POV footage is continuous and uninterrupted throughout the lap. Driver skill is assessed based on the smooth driving and instructional commentary.