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KONECT > Networks > YouTube

YouTube

About this network

This is the social network of YouTube users and their friendship connections.

Network info

CodeYT
Category Social
Data source http://socialnetworks.mpi-sws.org/data-wosn2008.html
Vertex type User
Edge type Friendship
FormatUndirected: Edges are undirected Undirected
Edge weightsUnweighted: Simple edges Unweighted
Metadata Timestamps:  Edges are annotated with a timestamps Timestamps
Size3,223,589 vertices (users)
Volume9,375,374 edges (friendships)
Average degree5.8167 edges / vertex
Fill1.8044 10–6 edges / vertex2
Maximum degree91,751 edges
Size of LCC3,216,075 vertices
Wedge count26,535,309,102
Claw count4.0939088218680100 1014
Triangle count12,226,580
Square count9,915,671,458
Power law exponent (estimated) with dmin2.2110 (dmin = 15)
Gini coefficient72.9%
Relative edge distribution entropy86.0%
Assortativity–0.063163
Clustering coefficient0.138%
Diameter31 edges
90-percentile effective diameter6.64 edges
Mean shortest path length5.29 edges
Spectral norm464.87
Preferential attachment exponent0.56538 (ε = 2.6115)
Temporal distribution of the YouTube network
Temporal distribution
Degree distribution of the YouTube network
Degree distribution
Degree distribution of the YouTube network
Degree distribution
Distance distribution of the YouTube network
Distance distribution
Distance distribution on a logistic scale of the YouTube network
Distance distribution on a logistic scale
Top-k eigenvalues of A of the YouTube network
Top-k eigenvalues of A
Top-k eigenvalues of N of the YouTube network
Top-k eigenvalues of N
Spectral distribution of the eigenvalues of A of the YouTube network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the YouTube network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the YouTube network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the YouTube network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the YouTube network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the YouTube network
Cumulative spectral distribution of L

Downloads

TSV file:downloadyoutube-u-growth.tar.bz2 (41.93 MiB)
Extraction code:downloadwosn.tar.bz2 (16.17 KiB)
RDF:download RDFyoutube-u-growth.n3.bz2 (70.24 MiB)

References

[1] Youtube network dataset -- KONECT, April 2017. [ http ]
[2] Alan Mislove. Online Social Networks: Measurement, Analysis, and Applications to Distributed Information Systems. PhD thesis, Rice University, 2009.

BibTeX