Car-Sharing Datasets

On this page it’s possible to download the data used in the following papers:

Aquiles, V. ; Silva, F. R. ; Cocca, M. ; Vassio, L. ; Almeida, Jussara ; Vieira, Alex . Characterizing client usage patterns and service demand for car-sharing systems. INFORMATION SYSTEMS, v. 1, p. 101448, 2019.

Bibtex

@article{ALENCAR2019101448,
title = “Characterizing client usage patterns and service demand for car-sharing systems”,
author = “Victor A. Alencar and Felipe Rooke and Michele Cocca and Luca Vassio and Jussara Almeida and Alex Borges Vieira”,
journal = “Information Systems”,
pages = “101448”,
year = “2019”,
issn = “0306-4379”,
doi = “https://doi.org/10.1016/j.is.2019.101448”,
url = “http://www.sciencedirect.com/science/article/pii/S0306437919305009”,
}

Rooke F., Aquiles V., Vieira A.B., Almeida J.M., Drago I. (2019) Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System. In: Oliveira J., Farias C., Pacitti E., Fortino G. (eds) Big Social Data and Urban Computing. BiDU 2018. Communications in Computer and Information Science, vol 926. Springer, Cham

Bibtex

@inbook{Rooke_Aquiles_Vieira_Almeida_Drago_2019, 
    address={Cham}, 
    series={Communications in Computer and Information Science}, 
    title={Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System}, 
    volume={926},
    ISBN={978-3-030-11237-0}, 
    url={http://link.springer.com/10.1007/978-3-030-11238-7_1}, 
    DOI={10.1007/978-3-030-11238-7_1}, 
    booktitle={Big Social Data and Urban Computing}, 
    publisher={Springer International Publishing}, 
    author={Rooke, Felipe and Aquiles, Victor and Vieira, Alex Borges and Almeida, Jussara M. and Drago, Idilio}, 
    editor={Oliveira, Jonice and Farias, Claudio M. and Pacitti, Esther and Fortino, Giancarlo}, 
    year={2019}, 
    pages={3–17}, 
    collection={Communications in Computer and Information Science}
}

Scripts

Modo Scripts

Evo Scripts

Car2Go Scripts

Modo Traces

Name	File Size	Lines
Modo raw data	425 MB	64.361.653
Modo travels	1.2 MB	98.916

Modo field description

API URL

https://bookit.modo.coop/api/v2

modo_raw_data.csv

• Capture_time: request capture time
• LocationID: id of the station
• CarID: vehicle id
• StartTime: Rental init timestamp
• EndTime: Rental end timestamp
• RequestStart: start of the API update
• RequestEnd: end of the API update

modo_travels.csv

• car_id: vehicle id
• start: travel init timestamp
• end: travel end timestamp
• duration: travel duration, in minutes

Evo Traces

Name	File Size	Lines
Evo raw data	4.9 GB	355.646.508
Evo travels	29 MB	644.512

Evo Field Description

evo_raw_data.csv

• Capture_time: request capture time
• Fuel: fuel percentage of the vehicle
• Id: vehicle id
• Lat: latitude where the vehicle is parked
• Lon: longitude where the vehicle is parked
• Status_tag: indicates if the vehicle started a travel, ended a travel, or is parked at the moment

evo_travels.csv

• Id: vehicle id
• Start_time: travel init time
• Start_lat: latitude in which the vehicle starts the travel
• Start_lon: longitude in which the vehicle starts the travel
• Fuel_start: fuel percentage in which the vehicle starts the travel
• End_time: travel end time
• End_lat: latitude in which the vehicle ends the travel
• End_lon: longitude in which the vehicle ends the travel
• Fuel_end: fuel percentage in which the vehicle ends the travel
• duration: travel time duration, in minutes
• distance: travel distance, in meters

Car2Go Traces

Name	File Size	Lines
Car2Go travels	26 MB	1.246.406

Car2Go Field Description

TBD