Package: fastnet 0.1.3

fastnet: Large-Scale Social Network Analysis

We present an implementation of the algorithms required to simulate large-scale social networks and retrieve their most relevant metrics.

Authors:Nazrul Shaikh [aut, cre], Xu Dong [aut], Luis Castro [aut], Christian Llano [ctb]

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fastnet.pdf |fastnet.html✨
fastnet/json (API)
NEWS

# Install 'fastnet' in R:
install.packages('fastnet', repos = c('https://networkgroupr.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/networkgroupr/fastnet/issues

On CRAN:

3.37 score 5 stars 47 scripts 231 downloads 44 exports 15 dependencies

Last updated 7 years agofrom:c4945dec2d. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-winOKNov 04 2024
R-4.5-linuxOKNov 04 2024
R-4.4-winOKNov 04 2024
R-4.4-macOKNov 04 2024
R-4.3-winOKNov 04 2024
R-4.3-macOKNov 04 2024

Exports:dist.degdraw.degdistdraw.degdist.cumdraw.degdist.cum.logdraw.degdist.logdraw.netfrom.adjacencyfrom.edgelistfrom.igraphhisto.distmetric.cluster.globalmetric.cluster.meanmetric.cluster.medianmetric.degree.effectivemetric.degree.entropymetric.degree.maxmetric.degree.max.efficientmetric.degree.meanmetric.degree.medianmetric.degree.minmetric.degree.sdmetric.distance.aplmetric.distance.diametermetric.distance.effdiametric.distance.meaneccmetric.distance.medianeccmetric.distance.mplmetric.eigen.meanmetric.eigen.medianmetric.eigen.valuemetric.graph.densityneighborsnet.barabasi.albertnet.cavemannet.completenet.erdos.renyi.gnmnet.erdos.renyi.gnpnet.holme.kimnet.random.plcnet.rewired.cavemannet.ring.latticenet.watts.strogatzpreview.degpreview.net

Dependencies:clicodetoolscpp11doParallelforeachglueigraphiteratorslatticelifecyclemagrittrMatrixpkgconfigrlangvctrs

Readme and manuals

Help Manual

Help pageTopics
Degree Distributiondist.deg
Plot of the degree distribution of a networkdraw.degdist
Plot of the cumulative degree distribution of a networkdraw.degdist.cum
Plot of the cumulative degree distribution of a network, with a logarithm scaledraw.degdist.cum.log
Plot of the degree distribution of a network, with a logarithm scaledraw.degdist.log
Plot of a small networkdraw.net
Adjacency Matrix to 'fastnet'from.adjacency
Edgelist to 'fastnet'from.edgelist
Transform Network from 'igraph' to 'fastnet' Formatfrom.igraph
Histogram of all degrees of a networkhisto.dist
Global Clustering Coefficientmetric.cluster.global
Mean Local Clustering Coefficientmetric.cluster.mean
Median Local Clustering Coefficientmetric.cluster.median
Effective Degreemetric.degree.effective
Degree Entropymetric.degree.entropy
Maximal Degreemetric.degree.max
Efficient Maximal Degreemetric.degree.max.efficient
Mean Degreemetric.degree.mean
Median Degreemetric.degree.median
Minimal Degreemetric.degree.min
Standard Deviation of Degree Distributionmetric.degree.sd
Average Path Lengthmetric.distance.apl
Diametermetric.distance.diameter
Effective Diametermetric.distance.effdia
Mean Eccentricitymetric.distance.meanecc
Median Eccentricitymetric.distance.medianecc
Median Path Lengthmetric.distance.mpl
Mean Eigenvalue Centralitymetric.eigen.mean
Median Eigenvalue Centralitymetric.eigen.median
Eigenvalue Scoremetric.eigen.value
Graph Densitymetric.graph.density
neighbors of an agent in a networkneighbors
Barabasi-Albert Scale-free Graphnet.barabasi.albert
Caveman Networknet.caveman
Complete Networknet.complete
Directed / Undirected Erdos-Renyi G(n,m) network using a fix edge size.net.erdos.renyi.gnm
Directed / Undirected Erdos-Renyi G(n,p) networknet.erdos.renyi.gnp
Holme-Kim Networknet.holme.kim
Random Network with a Power-law Degree Distribution that Has An Exponential Cutoffnet.random.plc
Rewired (Connected) Caveman Networknet.rewired.caveman
_k_ - regular ring latticenet.ring.lattice
Watts-Strogatz Small-world Networknet.watts.strogatz
Preview of the degree distribution of a networkpreview.deg
Preview of a networkpreview.net