Desheng Zhang
Assistant Professor

Department of Computer Science
Rutgers University

(848) 445-8307
dz220 AT cs.rutgers.edu



Data Description for UrbanCPS

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 For privacy concerns, all specific date info was removed and all identifiable IDs have been replaced by serial numbers in each kind of data.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;
    Download

  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;
    Download

  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)


Data Description for Feeder

This 5GB dataset contains four kinds of data for One Day: Cellphone CDR Data, Smartcard Data, Taxicab GPS data, and Bus GPS data of the Chinese City Shenzhen. This dataset is for academic research only. All rights reserved. For privacy concerns, all identifiable IDs have been replaced by serial numbers in each kind of data.

 

(1) CDR Data Format: Download

0055556100, 08:27:50,114.121305,22.57902

SIM Card ID, Time, Latitude, Longitude

 

(2) Smartcard Data Format: Download

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

 

(3) Taxi GPS Data Format: Download

22223,2013-10-22 08:49:25,114.116631,22.582466,0

Taxi ID, Time, Latitude, Longitude, Occupancy Status

Occupancy Status: 1-with passengers & 0-with passengers

 

(4) Bus GPS Data Format: Download

55640,2013-10-22 09:13:16,BJ2413,113.890800,22.580256

BUSID, Time, PlateID, Latitude, Longitude

 

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, Ruobing Jiang and Tian He.

Feeder: Supporting Last-Mile Transit with Extreme-Scale Urban Infrastructure Data

In The 14th International Conference on Information Processing in Sensor Networks (IPSN'15), 2015.

 

Desheng Zhang (zhang@cs.umn.edu)

Tian He (tianhe@cs.umn.eud)

Fan Zhang (zhangfan@siat.ac.cn)


Data Description for mPat

This 400MB dataset contains 4 kinds of data: CDR Data, Smartcard Data, Taxicab GPS data and Bus GPS data of Shenzhen City China from 6AM 2013-10-22 to 12AM 2013-10-23. This dataset is for academic research only. All rights reserved. All identifiable IDs have been replaced by serial numbers in each kind of data for privacy concerns. The dataset is given at here.

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, Jun Huang, Ye Li, Fan Zhang, Chengzhong Xu, and Tian He.

Exploring Human Mobility with Multi-Source Data at Extremely Large Metropolitan Scales.

In MobiCom '14, 2014.

 

Desheng Zhang (zhang@cs.umn.edu)

Tian He (tianhe@cs.umn.eud)

Fan Zhang (zhangfan@siat.ac.cn)