The AXA Kaggle challenge Driver Telematics Analysis provides a dataset of over 50,000 anonymized driver trips.
Are there open databases of tagged, non-anonymized trips, with several trips for each driver, with car ID identified (if the driver drives several different cars), that could serve as training data for a data science newbie, and that could be distorted (jitter, noise) to test the robustness of driver detection/clustering algorithms (since we know the ground truth)?
Weather conditions could be a plus.
I am checking the Publicly available taxi GPS data aside.