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Collection of empirical networks

This repository contains a collection of empirical networks from the SNAP (Leskovec and Krevl, 2014), ICON (Clauset et al., 2016) and KONECT (Kunegis, 2013) databases. The networks are stored in a format compatile with NEXTNet (Next-reaction-based Epidemics eXtended to Temporal Networks), an algorithm for efficient simulation of epidemic processes on on complex networks (including weighted and temporal networks) with arbitrary transmission and recovery time distributions.

Using NEXTNetR, the R interface to NEXTNet, networks from this collection can be downloaded and imported with

library(NEXTNetR)
empirical_network(name=...)

Available networks

Name
amazon
asCaida
asOregon
asSkitter
astroPh
brightkite
condMat
DBLP
deezerEurope
deezerHR
deezerHU
deezerRO
douban
email
fbArtist
fbAthletes
fbCompany
fbNewSites
fbPublicFigures
flickr
github
gowalla
hamsterster
internet
lastfm
liveJournal
livemocha
museaFacebook
pgp
PIN
powergrid
roadCA
roadPA
roadTX
twitch
wordnet
youtube

Format

All networks are undirected and stored as gzip-compressed, space-separated text files of the form

<node1> <neighbour1> <neighbour2> ...
<node2> <neighbour2> <neighbour3> ...

where lines representing degree-0 nodes (i.e. nodes without neighbours) have been omitted.

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