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: The issues with present-day driving datasets are their exclusivity to autonomous driving applications and their limited diversity regarding sources of data and amount of characteristics. Thus, this paper offers a novel driving dataset that contains details from various heterogeneous sources and targets road traffic security purposes. We made use