Features focused on hours, days and period when the devices are active or engaged.
Feature Name | Data Type | Definition | Android Example | iOS Example |
pre_signal_count | double | Processed value of the number of signals seen throughout the history of the device | 1 | 0.000272309 |
pre_active_day_percentage | double | Active days % in the observation period/device period | 0.533861101 | 0.149458379 |
pre_commute_hour_engagement | double | Mobile signals distribution for the commuting hours of the day [7AM-10AM AND 5PM-8PM] | 0.34635 | 0.42105 |
pre_early_hour_engagement | double | Mobile signals distribution for the early hours of the day [4AM-7AM] | 0.00636 | 0 |
pre_night_hour_engagement | double | Mobile signals distribution for the late hours of the day [11PM-4AM] | 0.0278 | 0.10526 |
pre_other_hour_engagement | double | Mobile signals distribution for day besides commuter hours, night hours, early hours or work hours. | 0.07194 | 0.10526 |
pre_work_hour_engagement | double | Mobile signals distribution for the work hours of the day [10AM-5PM] | 0.54756 | 0.36842 |
pre_loc_other_hour_engagement | double | Mobile signals distribution for day besides commuter hours, night hours, early hours or work hours [Location Signals based] | 0.15748 | 0.10526 |
pre_loc_commute_hour_engagement | double | Mobile signals distribution for the commuting hours of the day [7AM-10AM AND 5PM-8PM] [ Location Signals based] | 0.33465 | 0.42105 |
pre_loc_work_hour_engagement | double | Mobile signals distribution for the work hours of the day [10AM-5PM] [ Location Signals based] | 0.42717 | 0.36842 |
pre_loc_night_hour_engagement | double | Mobile signals distribution for the late hours of the day [11PM-4AM] [ Location Signals based] | 0.04134 | 0.10526 |
pre_loc_early_hour_engagement | double | Mobile signals distribution for the early hours of the day[4AM-7AM] [ Location Signals based] | 0.03937 | 0 |
pre_home_signal_count | double | Mobile signals distribution for home hours [8PM - 6AM] | 0.50839 | 0.52632 |
pre_work_signal_count | double | Mobile signals distribution for work hours [10AM-5PM] | 0.39547 | 0.31579 |
pre_other_signal_count | double | Mobile signals distribution for the day besides home and work hours | 0.09614 | 0.15789 |
pre_daily_engagement_count | double | Processed value of, mobile signals count per active day for the device | 1 | 0.003177179 |
pre_device_period | double | Processed value of the observation period of the device | 0.534513831 | 0.035215031 |
pre_inactive_period | double | Processed value of the inactive period of the device | 0 | 0.350649357 |
pre_active_days | double | Processed value of the active engagement period of the device | 0.808228254 | 0.0132714 |
pre_weekday_engagement | double | Mobile signals distribution for the Weekdays [Monday-Thursday]. Higher the score, higher the active engagement during weekdays compared to weekends | 0.58824 | 0.64286 |
pre_weekend_engagement | double | Mobile signals distribution for the weekends [Friday-Sunday]. Higher the score, higher the active engagement during weekends compared to weekdays | 0.41176 | 0.35714 |
pre_daily_average_active_hr | double | Processed value of the average daily active hours for the device | 0.628333509 | 0.086727239 |
pre_daily_median_active_hr | double | Processed value of the median daily active hours for the device | 0.615384638 | 0 |