Passenger Flow Prediction Using Smart Card Data from Connected Bus System Based on Interpretable XGBoost

Table 2

The format of the bus operation data.

Name	Description
ID	Vehicle itinerary ID
OBUID	Vehicle ID number
ROUTE_ID	Bus route ID
ROUTE_CODE	Bus route code
ROUTE_NAME	Bus route name
SERVICE_NUMBER	Up or down
TRIP_ID	Bus work shifts ID
BUS_STOP_CODE	Bus stop code
ROUTE_STA_ID	The ID of the bus stop
STATION_ID	The ID of the route station
STATION_NAME	The name of the bus stop
AD_FLAG	Inbound or outbound
AD_TIME	Inbound or outbound time