LisbonHUB: Advancing Urban Micromobility

This repository is part of the VoxPop Lisbon project by CycleAI.

Overview

This repository contains the codes and data to be able to reproduce the article "Data-Driven Approach for Urban Micromobility Enhancement through Safety Mapping and Intelligent Route Planning".

Notebooks

1. One Hundred Random Points Generator

Author: Tiago Tamagusko (tamagusko@gmail.com)
Version: 0.1 beta
Date: 2023-05-25

This notebook creates 100 random points within set limits.

Data Source: Nominatim API

2. Route Factor Calculator

Author: Tiago Tamagusko (tamagusko@gmail.com)
Version: 0.1 beta
Date: 2023-06-22

This notebook calculates a route factor for each type of route (shortest, balanced, safest) using a specific formula.

3. Route Results Checker

Author: Tiago Tamagusko (tamagusko@gmail.com)
Version: 0.1 beta
Date: 2023-06-07

This notebook validates the output results of the routes. It checks the consistency of calculated paths, correct route types, consistent coordinates, distances, and durations.

4. Google Maps Distance and Duration Calculator

Author: Tiago Tamagusko (tamagusko@gmail.com)
Version: 0.1 beta
Date: 2023-06-23

This Python script calculates the distance and travel time between two sets of coordinates using the Google Maps Distance Matrix API. The data is read from a CSV file, the calculations are performed, and the results are written back into the dataset.

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For any questions or feedback, please contact the author at contact@cycleai.net.