Multiplex Network Analysis Public Transportation

University Project

Social Network Analysis Project

Paper

The paper associated to this project is available here

Multiplex Class

The Multiplex Class written in python is a nx.Graph wrapper for creating multi-layer networks and includes:

• Adding layers to a multiplex
• Linking the layers by proximity using Haversine formula.
• Writing networks back to NetworkX
• Summarizing a multilayer network

Maps

• Stations and roads
• Public transport lines

Tip: Our map can be modified using the draw icons in top-left corner and then exported as GeoJSON file through the export button

Datasets

• The GeoJSON file is available at ComplexNetTSP GitHub or in geojson folder.

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Libraries

Name	Description
Numpy	package for scientific computing with Python.
Pandas	fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.
Folium	folium builds on the data wrangling strengths of the Python ecosystem and the mapping strengths of the Leaflet.js library.
Os	this module provides a portable way of using operating system dependent functionality.
Json	the json library can parse JSON from strings or files.
Math	access to the mathematical functions defined by the C standard.
Random	pseudo-random number generators for various distributions.
NetworkX	package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
PowerLaw	package for Analysis of Heavy-Tailed Distributions
EmpiricalDist	library that represents empirical distribution functions.
Matplotlib	library for creating static, animated, and interactive visualizations in Python.
Plotly	graphing library makes interactive, publication-quality graphs.
Kaleido	cross-platform library for generating static images (e.g. png, svg, pdf, etc.) for web-based visualization libraries.
MPL Toolkits	matplotlib module for 3d plots.

Classes:

Class	Description
ParisTransportation	GeoJSON preprocessing
MapMaker(ParisTransportation)	Nodes map creation
TransportMap	Public transport line creation + road network
Multiplex	Thin nx.Graph wrapper for multi-layer networks
LayeredNetworkGraph	3D plot using GraphViz of public transport networks

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