Features focused on related devices and device attributes for users at that same location.
| Feature Name | Data Type | Definition | Android Example | iOS Example |
| pre_hh_phone_age | double | Average of phone ages seen for all devices in a household | 1 | 0.808000028 |
| pre_hh_phone_price | double | Average of prices for all the devices seen in a household | 0.331926674 | 0.32825473 |
| pre_hh_size | double | No. of devices seen with that particular device during household engagement hours [8PM-6AM] on weekdays and all hours on weekends at the same location depending on the IP address or geohash | 1 | 0.5 |
| pre_social_phone_age | double | Weighted average of phone ages seen for all devices in the social network of this device | 0.482984424 | 0.415927589 |
| pre_social_phone_price | double | Weighted average of prices for all the devices seen in the social network of this device | 0.303076297 | 0.359321535 |
| pre_social_size | double | No. of devices seen with that particular device during social engagement hours [6PM-10AM] on weekdays and all hours on weekends at the same location depending on the IP address or geohash | 1 | 1 |
| pre_work_phone_age | double | Weighted average of phone ages seen for all devices in the work network of this device | 0.946649492 | 0.816024184 |
| pre_work_phone_price | double | Weighted average of prices for all the devices seen in the work network of this device | 0.303076297 | 0.359137774 |
| pre_work_size | double | No. of devices seen with that particular device during work engagement hours [8AM-6PM] on weekdays at the same location depending on the IP address or geohash | 1 | 1 |
