Montevideo Public Transportation System Data Processing

This repository contains the data processing implementation used in our research about Montevideo's public transportation system. You can read our research here.

About The Project

Public transport system has an important role in the daily routines of Montevideo's citizens. Transport speed is a fundamental indicator not only for evaluating service performance, but also for controlling speed limits and for several arrival prediction models. This project aims to develop a model capable of estimating public transport speed across Montevideo city, using high-performance computing techniques on several geospatial datasets related to the city's public transport system.

Getting Started

Clone The Repository

git clone https://github.com/aguunu/mvd-public-transport.git

Building The Project

make all

Configure config.toml

[files]
[files.input]
# paths to files containing the input data to be processed
data = [
        "input/chunk-0.csv",
        "input/chunk-1.csv",
        "input/chunk-2.csv",
    ]

# path to file containing sections information
sections = "input/sections.txt"

# path to file containing critical points information
points = "input/critical-points.csv"

# path to file variants information.
variants = "input/variant-sections.txt"

[files.output]
# path where the results related to sections will be saved
sections = "input/results-sections.csv"

# path where the results related to points will be saved
points = "input/results-points.csv"

[analysis]
# start date and time for the analysis period
from = 2024-05-01T00:00:00

# end date and time for the analysis period
to = 2024-05-31T23:00:00

# time interval (in seconds) for analysis
interval = 3600

# if save processed results or not
save_results = true

Example Usage

Here’s an example of how to use the binary with multiple options:

Warning

Make sure all files in config.toml exist and contain valid data.

./bin/binary --threads 16 config.toml

Here you can find all available command-line options for the binary and how to use them.

Options:

        -v | --version
                Prints mvd-public-transport version.

        -h | --help
                Prints a help message.

        --no-colors
                Does not use colors for printing.

        --threads
                Number of threads to use by the program.

BibTeX

@unknown{unknown,
    author = {Núñez, Agustín and Abbona, Paula},
    year = {2024},
    month = {08},
    pages = {},
    title = {Estimación de la Velocidad del Transporte Público en la Ciudad de Montevideo}
}

License

This project is licensed under the MIT License - see the LICENSE file for details.

Authors

• Agustín Núñez - agustin.nunez@fing.edu.uy
• Paula Abbona - paula.abbona@fing.edu.uy