"Cyclist Stress Dataset"

"This dataset includes cyclist stress levels and a range of sensor readings capturing environmental conditions from both real-world traffic and a bike simulator environment. Data was collected using a smartphone-based sensor system, which recorded accelerometer, gyroscope, GPS, ambient light, and microphone data. Cyclists verbally reported their perceived stress levels at regular 5-second intervals, creating a labeled dataset for analyzing cyclist stress."

本数据集涵盖骑行者压力水平，以及来自真实交通场景与自行车模拟器环境下、用于捕捉环境状况的多类传感器读数。本数据集采用基于智能手机的传感器系统完成采集，该系统记录了加速度计（accelerometer）、陀螺仪（gyroscope）、全球定位系统（GPS）、环境光及麦克风相关数据。骑行者每间隔5秒便口头报告其感知到的压力水平，由此构建出可用于骑行者压力分析的带标注数据集。