Citation Request:
Please cite the following two papers in order to use this dataset:

1)
Shoaib, M., Bosch, S., Scholten, H., Havinga, P. J., & Incel, O. D. (2015, March). Towards detection of bad habits by fusing smartphone and smartwatch sensors. In Pervasive Computing and Communication Workshops (PerCom Workshops), 2015 IEEE International Conference on (pp. 591-596). IEEE.
2)
Shoaib, Muhammad, Stephan Bosch, Ozlem Durmaz Incel, Hans Scholten, and Paul JM Havinga. "Complex human activity recognition using smartphone and wrist-worn motion sensors." Sensors 16, no. 4 (2016): 426.


Labels for the excel sheet columns are in the following order: 

Time stamp, accelerometer(x,y,z), linear acceleration sensor(x,y,z), gyroscope (x,y,z), Magnetometer (x,y,z), Activity Label(11111,11112, etc)

Activity Label code: 

walk	11111
stand	11112
jog	11113
sit	11114
bike	11115
upstairs 11116
downstairs 11117
type	11118
write	11119
coffee	11120
talk	11121
smoke	11122
eat	11123


For details on how this dataset was collect, please read our paper:
Shoaib, Muhammad, Stephan Bosch, Ozlem Durmaz Incel, Hans Scholten, and Paul JM Havinga. "Complex human activity recognition using smartphone and wrist-worn motion sensors." Sensors 16, no. 4 (2016): 426.




