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Envirocar Dataset

The used dataset contains approximately around 1.7 million data points. Each data record contains 24 attributes reflecting sensor values of the vehicle (e.g. speed, rpm, ...) as well as a CO2 estimation. Each data point is part of a trip, which is described by a trajectory. While there are 5734 trips, a set of the trips' trajectories can furthermore be associated with a sensor. There are 160 registered sensors which may be directly associated wit a vehicle. Additional information about the vehicle (type, etc.) is provided as well.

Picture 1: Distribution of trips per sensor (german).

Trips per sensor

Picture 2: Distribution of trips per month in 2016 and 2017 (german).

Trips per month