T-Drive trajectory data sample

Yu Zheng

Abstract

This is a sample of T-Drive trajectory dataset that contains a one-week trajectories of 10,357 taxis. The total number of points in this dataset is about 15 million and the total distance of the trajectories reaches 9 million kilometers.

Please cite the following papers when using the dataset:

[1] Jing Yuan, Yu Zheng, Xing Xie, and Guangzhong Sun. Driving with knowledge from the physical world. In The 17th ACM SIGKDD international conference on Knowledge Discovery and Data mining, KDD'11, New York, NY, USA, 2011. ACM.

[2] Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, and Yan Huang. T-drive: driving directions based on taxi trajectories. In Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS '10, pages 99-108, New York, NY, USA,2010. ACM.

Details

Publication typeOther
Book titleT-Drive sample dataset

Previous versions

Wei Liu, Yu Zheng, Sanjay Chawla, Jing Yuan, and Xing Xie. Discovering Spatio-Temporal Causal Interactions in Traffic Data Streams, Association for Computing Machinery, Inc., 24 August 2011.

Jing Yuan, Yu Zheng, Xing Xie, and Guangzhong Sun. Driving with Knowledge from the Physical World, Association for Computing Machinery, Inc., 24 August 2011.

Yu Zheng, Yanchi Liu, Jing Yuan, and Xing Xie. Urban Computing with Taxicabs, ACM, 16 September 2011.

Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, and Yan Huang. T-Drive: Driving Directions Based on Taxi Trajectories, Association for Computing Machinery, Inc., 1 November 2010.

Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie, and Guangzhong Sun. Where to Find My Next Passenger?, ACM, 17 September 2011.

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