Features related to the apps being used on the device such as most seen app category, number of distinct apps used by the device, number of premium apps used by the device,etc.
Features based on device carrier like signal distribution by telco type, last seen cellular carrier and most seen WiFi carrier.
Device profiling based on usage time like night riders, commuters, early risers, weekday, and weekend engagements.
Features like area of mobility, average distance travelled in a day, total number of distinct locations visited by device, home location, work location, commute distance etc.
Features focused on related devices and device attributes for users at that same location.
Features like common day, common evening and most-seen location of devices.
Features based on POI engagement scores of devices.
Features focused on hours, days and period when the devices are active or engaged.
