Driving Events Dataset: a smartphone inertial measurement unit for driving events

The experiments were carried out by a single driver on three trips (i.e., trips #1, #2, #3) using a 2010 Volkswagen Fox 1.0 under conditions of dry track and regular asphalts. The data were collected with a smartphone model Xiaomi Redmi Note 8 Pro.

We obtained 169 events, subdivided into 26 non-aggressive events, 25 aggressive right-turn events, 23 aggressive left-turn events, 29 aggressive lane change events to the right, 23 aggressive lane change events to the left, 22 aggressive braking events, and 21 aggressive acceleration events.