关于在澳门地区正常和大奖赛季期间公共巴士运输的数据集
1Faculty of Applied Sciences, Macao Polytechnic University, R. de Luis Gonzaga Gomes, Macau, China. amang@mpu.edu.mo.
Scientific data
|July 27, 2025
概括
像澳门大奖赛这样的大型赛事显著增加公共巴士乘客数量和交通拥堵. 这项研究分析了交通数据,以优化城市流动性和重大事件期间的资源配置.
科学领域:
- 城市规划 城市规划
- 运输工程 运输工程
- 数据科学数据科学数据科学
背景情况:
- 在大型活动期间,公共交通系统面临着独特的挑战.
- 了解乘客流和交通动态对于运营效率至关重要.
研究的目的:
- 为了比较公共汽车在正常时期的运行指标与澳门大奖赛.
- 确定重大事件对城市交通动态的影响.
- 为交通政策和智慧城市倡议提供数据驱动的见解.
主要方法:
- 实时公共巴士数据的比较分析.
- 使用主要组件分析 (PCA).
- 生成相关热图以可视化运输模式.
主要成果:
- 在澳门大奖赛期间,乘客数量大幅增加.
- 在活动期间观察到的交通拥堵增加.
- 在正常和事件期间之间确定了不同的运输模式.
结论:
- 重大事件对公共交通使用和城市交通产生深远影响.
- 数据分析为优化服务交付和运营规划提供了必要的见解.
- 这些发现支持在重大区域活动期间加强资源配置和改善城市流动性.
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