apollo_modeChoiceData: Simulated dataset of mode choice.

Description Usage Format Details Source

Description

A simulated dataset containing 8000 mode choices among four alternatives.

Usage

1

Format

A data frame with 8000 rows and 25 variables:

ID

Numeric. Identification number of the individual.

RP

Numeric. 1 if the row corresponds to a revealed preference (RP) observation. 0 otherwise.

RP_journey

Numeric. Consecutive ID of RP observation.

SP

Numeric. 1 if the row corresponds to a stated preference (SP) observation. 0 otherwise.

SP_task

Numeric. Consecutive ID of SP choice task.

access_air

Numeric. Access time (in minutes) of mode air.

access_bus

Numeric. Access time (in minutes) of mode bus.

access_rail

Numeric. Access time (in minutes) of mode rail.

av_air

Numeric. 1 if the mode air (plane) is available. 0 otherwise.

av_bus

Numeric. 1 if the mode bus is available. 0 otherwise.

av_car

Numeric. 1 if the mode car is available. 0 otherwise.

av_rail

Numeric. 1 if the mode rail (train) is available. 0 otherwise.

business

Numeric. Purpose of the trip. 1 for business, 0 for other.

choice

Numeric. Choice indicator, 1=car, 2=bus, 3=air, 4=rail.

cost_air

Numeric. Cost (in GBP) of mode air.

cost_bus

Numeric. Cost (in GBP) of mode bus.

cost_car

Numeric. Cost (in GBP) of mode car.

cost_rail

Numeric. Cost (in GBP) of mode rail.

female

Numeric. Sex of individual. 1 for female, 0 for male.

income

Numeric. Income (in GBP per annum) of the individual.

service_air

Numeric. Additional services in the air mode. 0 for none, 1 for a meal, 2 for wifi, 3 for meal and wifi.

service_rail

Numeric. Additional services in the rail mode. 0 for none, 1 for a meal, 2 for wifi, 3 for meal and wifi.

time_air

Numeric. Travel time (in minutes) of mode air.

time_bus

Numeric. Travel time (in minutes) of mode bus.

time_car

Numeric. Travel time (in minutes) of mode car.

time_rail

Numeric. Travel time (in minutes) of mode rail.

Details

This dataset is to be used for discrete choice modelling. Data comes from 500 individuals, each with one revealed preferences (RP) observation, and 15 stated preferences (SP) observations. There are 8000 choices in total. Data is simulated. Each observation contains attributes of the alternatives, availability of alternatives, and characteristics of the individuals.

Source

http://www.apollochoicemodelling.com/


apollo documentation built on July 31, 2021, 5:08 p.m.