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KONECT > Networks > Amazon (TWEB)

Amazon (TWEB)

About this network

This is the network of items on Amazon that have been mentioned by Amazon's "People who bought X also bought Y" function. Nodes in the network are products, and a directed edge from A to B denotes that product A is frequently co-purchased with product B

Network info

CodeAm
Category Misc
Data source http://snap.stanford.edu/data/amazon0601.html
Vertex type Product
Edge type Co-purchase
FormatDirected: Edges are directed Directed
Edge weightsUnweighted: Simple edges Unweighted
Size403,394 vertices (products)
Volume3,387,388 edges (co-purchases)
Average degree (overall)16.794 edges / vertex
Fill2.0816 10–5 edges / vertex2
Maximum degree2,761 edges
Reciprocity55.7%
Size of LCC403,364 vertices
Size of LSCC395,234 vertices
Wedge count72,209,687
Claw count12,017,835,784
Triangle count3,986,507
Square count35,661,461
4-tour count579,017,252
Power law exponent (estimated) with dmin3.1510 (dmin = 29)
Gini coefficient33.1%
Relative edge distribution entropy98.3%
Assortativity–0.017647
Clustering coefficient16.6%
Diameter25 edges
90-percentile effective diameter7.43 edges
Mean shortest path length6.36 edges
Spectral norm58.958
Algebraic connectivity0.0054466
Degree distribution of the Amazon (TWEB) network
Degree distribution
Outdegree distribution of the Amazon (TWEB) network
Outdegree distribution
Indegree distribution of the Amazon (TWEB) network
Indegree distribution
Degree distribution of the Amazon (TWEB) network
Degree distribution
Outdegree distribution of the Amazon (TWEB) network
Outdegree distribution
Indegree distribution of the Amazon (TWEB) network
Indegree distribution
Degree distribution of the Amazon (TWEB) network
Degree distribution
Outdegree distribution of the Amazon (TWEB) network
Outdegree distribution
Indegree distribution of the Amazon (TWEB) network
Indegree distribution
Clustering coefficient distribution of the Amazon (TWEB) network
Clustering coefficient distribution
Distance distribution of the Amazon (TWEB) network
Distance distribution
Distance distribution on a logistic scale of the Amazon (TWEB) network
Distance distribution on a logistic scale
Top-k eigenvalues of A of the Amazon (TWEB) network
Top-k eigenvalues of A
Spectral distribution of the eigenvalues of A of the Amazon (TWEB) network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Amazon (TWEB) network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Amazon (TWEB) network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Amazon (TWEB) network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Amazon (TWEB) network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Amazon (TWEB) network
Cumulative spectral distribution of L

Downloads

TSV file:downloadamazon0601.tar.bz2 (13.30 MiB)
Extraction code:downloadsnap.tar.bz2 (20.04 KiB)

References

[1] Amazon (tweb) network dataset -- KONECT, April 2017. [ http ]
[2] Jure Leskovec, Lada A. Adamic, and Bernardo A. Huberman. The dynamics of viral marketing. ACM Trans. on the Web, 1(1), 2007.

BibTeX