Replication Data for: Classification of sleep, sedentary behaviour, and physical activity using commercial wearable devices

This dataset is the replication data for the paper "Classification of sleep, sedentary behaviour, and physical activity using commercial wearable devices". It includes the data collected at 1Hz heart rate, steps, distance, and calories from Apple Watch and Fitbit. We also collected participants age, self-report height and weight. We created physical activity and sleep labels using the data collected by GENEActiv device. Each dataset includes 57097 and 21489 minutes of data for Apple Watch and Fitbit, respectively. The heart rate attribute for both datasets is interpolated using linear interpolation. Attribute Information: 1- Heartrate (bpm), 2- Calories (kcal), 3- Steps (count), 4- Distance (km), 5- Age (numerical), 6- Gender (M/F), 7- Weight (lb), 8- Height (ft), 9- Activity (Sleep/Sedentary/Light/Moderate/Vigorous) Implementation: Is available at BEAP Lab GitHub page here