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KONECT > Networks > Youtube friendship

Youtube friendship

About this network

This is the friendship network of the video-sharing site Youtube. Nodes are users and an undirected edge between two nodes indicates a friendship.

Network info

CodeCY
Category Social
Data source http://snap.stanford.edu/data/com-Youtube.html
Vertex type User
Edge type Friendship
FormatUndirected: Edges are undirected Undirected
Edge weightsUnweighted: Simple edges Unweighted
Size1,134,890 vertices (users)
Volume2,987,624 edges (friendships)
Average degree5.2650 edges / vertex
Fill4.6393 10–6 edges / vertex2
Maximum degree28,754 edges
Size of LCC1,134,890 vertices (network is connected)
Wedge count1,474,482,560
Claw count5,743,242,041,025
Triangle count3,056,386
Square count468,774,021
4-tour count9,654,097,656
Power law exponent (estimated) with dmin2.1410 (dmin = 8)
Gini coefficient71.4%
Relative edge distribution entropy87.7%
Assortativity–0.036910
Clustering coefficient0.622%
Diameter24 edges
90-percentile effective diameter6.93 edges
Mean shortest path length5.55 edges
Spectral norm210.40
Degree distribution of the Youtube friendship network
Degree distribution
Degree distribution of the Youtube friendship network
Degree distribution
Clustering coefficient distribution of the Youtube friendship network
Clustering coefficient distribution
Distance distribution of the Youtube friendship network
Distance distribution
Distance distribution on a logistic scale of the Youtube friendship network
Distance distribution on a logistic scale
Top-k eigenvalues of A of the Youtube friendship network
Top-k eigenvalues of A
Top-k eigenvalues of N of the Youtube friendship network
Top-k eigenvalues of N
Spectral distribution of the eigenvalues of A of the Youtube friendship network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Youtube friendship network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Youtube friendship network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Youtube friendship network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Youtube friendship network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Youtube friendship network
Cumulative spectral distribution of L

Downloads

TSV file:downloadcom-youtube.tar.bz2 (10.78 MiB)
Extraction code:downloadsnap.tar.bz2 (20.04 KiB)

References

[1] Youtube friendship network dataset -- KONECT, April 2017. [ http ]
[2] Jaewon Yang and Jure Leskovec. Defining and evaluating network communities based on ground-truth. In Proc. ACM SIGKDD Workshop on Mining Data Semantics, page 3. ACM, 2012.

BibTeX