Table of Contents
Class: SocialNetwork
Description
Class SocialNetwork calculates basic features of social network. For example, each college is a component. We calculate the component basic features such as density, diameter, average path length, number of nodes, average degree, average degree centrality, average people PageRank, average closeness and average betweenness.
Parameter
- Graph G
Return
- Matrix SN with row denotes different college, columns denote basic feature value.
Detail Information
- related python modules: networkx, MySQLdb
Functions
- SocialNetwork(G):construction function.
- ShowInformation(): Return basic features of graph.
- GetDensity(): Return density of graph.
- GetAPL(): Return average shortest path length of graph.
- GetPeopleRank(): Calculate average page rank of people as graph's rank.Return page rank value of graph.
- GetBetweenness(): Return average betweenness of each nodes in graph.
- GetCloseness(): Return average closeness of each nodes in graph.
- GetDegree(): Return degree distribution of graph.
- GetDegreeCentrality(): Return degree centrality of graph.
