MOBITO Anonymized Driving Events Data (aggregated)

Mobito driving events data provide anonymised harsh driving behaviour events including harsh braking, harsh acceleration / deceleration, and harsh cornering.  Data is captured by individual onboard vehicle devices and sourced by our vetted partners: car manufacturers and fleet service providers. The data can be used in order to perform road safety and maintenance analytics and to create driver profiles. Use cases Data Anonymization Method: The data are fully anonymized using various methods. The main ones are the following: a. Unique_id rotation, ranging from 5 minutes up to maximum 24 hours depending on the source b. Removing starting and ending part of the trips

搜集汇总

背景与挑战

背景概述

该数据集提供了匿名的激烈驾驶行为事件，涵盖急刹车、急加速/减速和急转弯，数据由车载设备从汽车制造商和车队服务提供商处采集。这些数据可用于道路安全分析、车辆维护以及驾驶员画像的构建。为保护隐私，数据通过唯一ID轮换和删除行程起止部分等方法进行了完全匿名化处理。