Nursing Activity Dataset

In the cardiovascular center of a hospital, we collected mobile-sensor data from nurses. We asked the nurses to place mobile devices (iPod Touches) that record accelerations into their breast pockets in a roughly fixed direction. They also attached two small accelerometer devices on their right wrist and the other to the back of their waist. Each sensor measured accelerations on three axes in the range of ±2G.

It includes labeled data for 2 weeks, and unlabelled data for some of the duty days in 2 years.

ALKAN dataset

A large-scale activity data with mobile sensor devices obtained from iPodTouch with accelerometers. We gathered over 35,000 activity data points from more than 200 people over approximately 13 months (the data includes more than that).