大悉尼地区的公共汽车到达和离开时间更新
Tingsen Tim Xian1, Teck Kean Chin2, Benjy Marks2
1The University of Sydney, School of Civil Engineering, NSW, 2006, Australia. tingsen.xian@sydney.edu.au.
Scientific data
|September 27, 2024
概括
本研究介绍了一种处理通用交通料规范 (GTFS) 实时数据的新管道,创建了澳大利亚悉尼实际巴士到达和出发时间的灵活数据集. 开发的系统解决了数据挑战,提高了研究人员和从业人员的公共交通数据可用性.
科学领域:
- 运输科学 运输科学
- 数据科学是数据科学.
- 城市规划是城市规划.
背景情况:
- 公共交通部门产生大量的运营数据 (车辆位置,时间表).
- 一般过境料规范 (GTFS) 允许各种软件使用数据.
- 在GTFS数据消耗方面存在挑战,包括数据扩展,格式和清理.
研究的目的:
- 开发一套灵活的实际巴士到达和离开时间的数据集.
- 为了应对消费GTFS实时源的挑战.
- 为公共交通研究和实践提供有价值的资源.
主要方法:
- 为GTFS实时料创建数据处理管道.
- 验证生成的数据集的质量.
- 输出25个月的实际巴士到达和离开悉尼的时间.
主要成果:
- 成功创建了一组灵活的实际巴士到达和离开时间的数据集.
- 该管道有效地解决了常见的GTFS数据挑战.
- 现在可以获得悉尼25个月的高质量运输数据.
结论:
- 开发的管道和由此产生的数据集为研究人员和从业人员提供了重要的价值.
- 经过处理的GTFS数据增强了对公共交通运输运营的理解.
- 这项工作有助于改善公共交通运输的规划和绩效评估.
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