The health and fitness data traffic originating on mobile devices has been continually increasing, with an exponential increase in the number of personal wearable devices and mobile health monitoring applications. For this, we have created a representative Activity of Daily Living (ADL) Dataset with recordings of various activity types from multiple users and type of devices.

This dataset will be continuously expanded to include activity recordings from new users of different age groups, activity levels, and lifestyles.

Relevant publications: [HealthCom'15b]


Data Sets:

  • Recorded life bits from Zephyr Bioharness
  • 5 Daily Activity types: Sleeping, Daily Activitites, Walking, 7-min Workout, Exercising
  • Singals: ECG.WAVE, BB.WAVE, ACC.WAVE, B2B.TIME, R2R.TIME, SUM.LOG
  • Wide range of file sizes in CSV and binary format
  Subject Subject Type Activity Device Type Duration Datafiles (csv)
1 Subject 1 male, 46 Sleep Zephyr BioHarness 3 6.5 hours ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
2 Subject 1 male, 46 Daily Activities Zephyr BioHarness 3   ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
3 Subject 1 male, 46 Walk Zephyr BioHarness 3 45 minutes ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
4 Subject 1 male, 46 7 min Workout Zephyr BioHarness 3 7 minutes ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
5 Subject 1 male, 46 Exercise Zephyr BioHarness 3   ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
6 Subject 2 male, 28 Sleep Zephyr BioHarness 3 5 hours ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
7 Subject 2 male, 28 Walking Zephyr BioHarness 3 45 minutes ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
8 Subject 2 male, 28 Daily Activities Zephyr BioHarness 3 10.2 hours ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
10 Subject 3 female, 56 Sleep Zephyr BioHarness 3 7.4 hours ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
11 Subject 3 female, 56 Walking Zephyr BioHarness 3 45 minutes ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG
12 Subject 3 female, 56 Daily Activities Zephyr BioHarness 3 11.6 hours ACC.WAVE, ECG.WAVE, BB.WAVE,
B2B.TIME, R2R.TIME, SUM.LOG