Bluetooth Features
We use all features from RAPIDS-Bluetooth, including the number of scans of participants' own devices and others' devices, as well as the unique count of these devices.
Feature Name | Unit | Description |
countscans |
scans | Number of scans (rows) from the devices sensed during a time segment instance. The more scans a bluetooth device has the longer it remained within range of the participant’s phone. |
uniquedevices |
devices | Number of unique bluetooth devices sensed during a time segment instance as identified by their hardware addresses. |
meanscans |
scans | Mean of the scans of every sensed device within each time segment instance. |
stdscans |
scans | Standard deviation of the scans of every sensed device within each time segment instance. |
countscansmostfrequentdevicewithinsegments |
scans | Number of scans of the most sensed device within each time segment instance. |
countscansleastfrequentdevicewithinsegments |
scans | Number of scans of the least sensed device within each time segment instance. |
countscansmostfrequentdeviceacrosssegments |
scans | Number of scans of the most sensed device across time segment instances of the same type. |
countscansleastfrequentdeviceacrosssegments |
scans | Number of scans of the least sensed device across time segment instances of the same type per device. |
countscansmostfrequentdeviceacrossdataset |
scans | Number of scans of the most sensed device across the entire dataset of every participant. |
countscansleastfrequentdeviceacrossdataset |
scans | Number of scans of the least sensed device across the entire dataset of every participant. |