CASAS ArWISE smartwatch dataset - free living, activity labels: Volume 1

Description The Activity recognition from in-the-WIld SmartwatchEs (ArWISE) dataset is based on sensor data and activity labels collected from smart watches. Sensor data consist of 10Hz accelerometer, gyroscope, and relative location (distance from home location). Portions of the data are annotated with user-provided labels of their current activity. Note: Other CASAS smart home and smartwatch datasets are also available, look for more at https://zenodo.org/communities/casas. Csv files for each person’s data are organized into zip files by study collection dates. Volume 1 contains data collected for 69 participants between 2017 and 2022, divided into 7 distinct data collections. Each file includes a header with feature names. Features stamp: date and time of the sensor reading (string) yaw, pitch, roll, rotation_rate_x, rotation_rate_y, rotation_rate_z, user_acceleration_x, user_acceleration_y, user_acceleration_z: 3d movement (float) distance_from_home: Haversine distance from the person's extracted home location (float) course, speed, horizontal_accuracy, vertical_accuracy: float battery_state: unplugged or charging (string) user_activity_label: string This dataset currently has 4 volumes: Volume 1 doi: 10.5281/zenodo.15794726 Volume 2 doi: 10.5281/zenodo.15802788 Volume 3 doi: 10.5281/zenodo.15803341 Volume 4 doi: 10.5281/zenodo.15809156