NexTraq GeoSpatial Vehicle Tracking Data for US and Canada (1.2M Vehicles)

GPS Data (Geolocation) date and time: • Latitude and longitude • Direction of travel (heading) • Speed Engine Fault Data (Sample of Data Elements): • Vehicle active (driving, idling, stopped) • Odometer • Fuel level (percentage) • Driver seat belt status • Engine operational time Historical Street Level Context: • Historical Road Level Data and classification at time of event – Understand driving behavior with historical street level detail Trip Data • Aggregated data elements of vehicle trip (from ignition on to ignition off): • Trip begin and end date and time • Start and End latitude and longitude • Idling Time, Drive Time, Stopped Time • Distance Traveled Accelerometer Data (Driver Behavior) Acceleration, Braking, and Cornering Events: • Latitude and longitude of event • Date and Time of Event • G-Force values (x-axis, y-axis) 3.8 M data points collected for driver behavior: More than half of the vehicles monitored are urban based light duty vehicles. • 50% LCV, 30% HCV, 15% MCV

搜集汇总

背景与挑战

背景概述

该数据集涵盖美国和加拿大120万辆车辆的GPS追踪信息，包括地理位置、行驶方向、速度、发动机故障数据、历史街道背景、行程汇总以及加速计数据（用于分析驾驶员行为），共收集了380万条驾驶员行为数据点，其中车辆类型以轻型商用车为主。