Data Description for Urban Systems

This 7GB dataset contains five kinds of data: Cellphone CDR Data, Smartcard Data, Taxicab GPS data, Bus GPS data and Truck GPS data of the Chinese City Shenzhen. This dataset is for academic research only. All rights reserved. For privacy concerns, all specific date info was removed and all identifiable IDs have been replaced by serial numbers in each kind of data.

1. CDR Data Format:0055556100, 08:27:50,114.121305,22.57902
   SIM Card ID, Time, Latitude, Longitude;
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2. Smartcard Data Format:000000064,2013-10-22 09:49:33,31,26
   Smartcard ID, Time, Transaction type (21, 22, 31), Metro Station or Bus Line, Transaction Type;
   31-Bus Boarding & 21-Subway Swiped-In & 22-Subway Swiped-Out;
   Download
   


3. Taxi GPS Data Format: 22223,2013-10-22 08:49:25,114.116631,22.582466,0
   Taxi ID, Time, Latitude, Longitude, Occupancy Status, Speed; Occupancy Status: 1-with passengers & 0-with passengers;
   Download
   


4. Bus GPS Data Format:55640,2013-10-22 09:13:16,BJ2413,113.890800,22.580256，27.0000
   BUS ID, Time, PlateID, Latitude, Longitude, Speed;
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5. Truck GPS Data Format: 856,****-**-19 14:44:36,113.93882,2.25392,0
   Truck ID, Date Time, Latitude, Longitude, Speed;
   Download
   

We have been negotiating with service providers in Shenzhen to publish more data safely. But due to security and privacy concerns, some data used in the paper cannot be made public currently. Please follow our future work. Please cite the following paper when using this dataset.

Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.

UrbanCPS:a Cyber-Physical System based on Multi-source Big Infrastructure Data for Heterogeneous Model Integration.

In the 6th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS'15), 2015.

Desheng Zhang (zhang@cs.umn.edu)

Tian He (tianhe@cs.umn.eud)

Fan Zhang (zhangfan@siat.ac.cn)