Hi all. This data is collected to classify different driver behaviours & extract driver patterns. AirSim platform used to collect data. 3-axis virtual IMU (Inertial Measurment Unit) sensor used to collect data. Additionally thera are "orientation" and "linear acceleration" of car in different columns in 3 axis.

We design a data collector environment with AirSim. The chosen enviroemnt is "NeighboorHood". 6 different subject drives the car in the same path with 5 turn. As you understand, the "class" column contain driver names.

Driver names: [ mehdi, apo, onder, berk, selin, hurcan]

Author: @dasmehdixtr , Mehdi Özel. This dataset freely avaliable for both academic or fun purpose. An alternative dataset for CARLA here You can cite me from here or here