From: Understanding predictability and exploration in human mobility
Feature name | Description |
---|---|
location | location ID |
hour | hour of the day (0-23) |
weekhour | hour of the week (0-167) |
weekday | day of the week (0-6) |
weekend | sat/sun (1) or Mon-Fri (0) |
explore_before | 1 if the previous stop is an exploration, 0 otherwise |
explore_now | 1 if the current stop is an exploration, 0 otherwise |
home | 1 if the current stop is at the home location (most visited place), 0 otherwise |
d_from_home | distance from the current stop to the home location |
sms_received_30min | number of SMS received in the 30 min before the current stop timestamp |
sms_sent_30min | number of SMS sent in the 30 min before the current stop timestamp |
calls_received_30min | number of phone calls received in the 30 min before the current stop timestamp |
calls_sent_30min | number of phone calls sent in the 30 min before the current stop timestamp |
bt_entropy_30min | entropy of Bluetooth devices scanned in the 30 min before the current stop timestamp |
bt_unique_30min | number of unique Bluetooth devices scanned in the 30 min before the current stop timestamp |