Table 2.

Features constructed from mobile device location data

Features	Unit
Location recording interval feature
Average # of records per minutes	Frequency
Trip features
Trip distance	m
Origin–destination distance	m
Trip time	min
Max., Min., Avg, Med., 5-, 25-, 75-, 95-percentile speed	m/s
Multimodal transportation network features (location data with accuracy < 50 m)
% of location points fell within 50 m of rail network	%
% of location points fell within 50 m of bus network	%
% of location points fell within 50 m of drive network	%
% of location points fell within 50 m of bus stops	%