Large-Scale Social Network Analysis
Random Network with a Power-law Degree Distribution that Has An Expone...
Holme-Kim Network
Rewired (Connected) Caveman Network
k - regular ring lattice
Watts-Strogatz Small-world Network
Preview of the degree distribution of a network
Preview of a network
fastnet to edgelist
fastnet to igraph
fastnet to tidygraph
Degrees of nodes
Plot of the degree distribution of a network
Histogram of the degree distribution of a network
Plot of a small network
Adjacency Matrix to fastnet
Edgelist to fastnet
Transform an igraph object to a fastnet object
statnet to fastnet
Neighbors of an agent in a network
Global Clustering Coefficient
Mean Local Clustering Coefficient
Median Local Clustering Coefficient
Effective Degree
Degree Entropy
Efficient Maximal Degree
Maximal Degree
Mean Degree
Median Degree
Minimal Degree
Standard Deviation of Degree Distribution
Average Path Length
Diameter
Effective Diameter
Mean Eccentricity
Median Eccentricity
Median Path Length
Mean Eigenvalue Centrality
Median Eigenvalue Centrality
Eigenvalue Score
Graph Density
Barabasi-Albert Scale-free Graph
Caveman Network
Generate a cluster-affiliation graph
Complete Network
Generate a degree-constraint graph
Directed / Undirected Erdos-Renyi network using a fix edge si...
Directed / Undirected Erdos-Renyi network
We present an implementation of the algorithms required to simulate large-scale social networks and retrieve their most relevant metrics. Details can be found in the accompanying scientific paper on the Journal of Statistical Software, <doi:10.18637/jss.v096.i07>.