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KONECT > Networks > YouTube

YouTube

About this network

This is the bipartite network of YouTube users and their group memberships. The nodes are users and groups, and an edge between a user and a group denotes a group membership.

Network info

CodeYG
Category Affiliation
Data source http://socialnetworks.mpi-sws.org/data-imc2007.html
Vertex type User, group
Edge type Membership
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsUnweighted: Simple edges Unweighted
Size218,563 = 124,325 + 94,238 vertices (users + groups)
Volume293,360 edges (memberships)
Average degree (overall)4.7192 edges / vertex
Average user degree3.1130 edges / vertex
Average group degree9.7504 edges / vertex
Fill0.00010347 edges / vertex2
Maximum degree7,591 edges
Wedge count70,180,198
Claw count92,191,098,295
Square count12,540,261
4-tour count381,648,116
Power law exponent (estimated) with dmin2.3110 (dmin = 15)
Gini coefficient69.3%
Relative edge distribution entropy87.8%
Assortativity–0.067165
Diameter17 edges
90-percentile effective diameter6.39 edges
Mean shortest path length5.17 edges
Spectral norm90.378
Algebraic connectivity0.0092212
User degree distribution of the YouTube network
User degree distribution
Group degree distribution of the YouTube network
Group degree distribution
User degree distribution of the YouTube network
User degree distribution
Group degree distribution of the YouTube network
Group degree distribution
Left degree distribution of the YouTube network
Left degree distribution
Right degree distribution of the YouTube network
Right degree distribution
Degree distribution of the YouTube network
Degree distribution
User degree distribution of the YouTube network
User degree distribution
Group degree distribution of the YouTube network
Group 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 L of the YouTube network
Top-k eigenvalues of L
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-groupmemberships.tar.bz2 (1.03 MiB)
Extraction code:downloadwosn.tar.bz2 (16.17 KiB)

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.

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