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Datasets
Data Types
Bluetooth

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.