Traffic, Driving Style and Road Surface Condition

Low-level parameters acquired by the car via OBD-II and through the micro-devices embedded in the user smartphone, with the goal of accurately characterizing the overall system composed by driver, vehicle and environment

Predicted attribute: road surface, traffic and driving style

Data related to the following cars:

Peugeot 207 1.4 HDi (70 CV)

Opel Corsa 1.3 HDi (95 CV)

Licensing: Apache License 2.0

Data and Resources

Additional Info

Field Value
Source Kaggle
Maintainer Giuseppe Loseto
Associated Tasks Classification
Number of Instances 7392
Package Description AltitudeVariation VehicleSpeedInstantaneous VehicleSpeedAverage VehicleSpeedVariance VehicleSpeedVariation LongitudinalAcceleration EngineLoad EngineCoolantTemperature ManifoldAbsolutePressure EngineRPM MassAirFlow IntakeAirTemperature VerticalAcceleration FuelConsumptionAverage roadSurface traffic drivingStyle
Number of Attributes 17
Dataset has missing values False