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KONECT > Networks > Prosper loans

Prosper loans

About this network

These are loans between users of the Prosper.com website. The network is directed and denotes who loaned money to whom.

Network info

CodePL
Category Interaction
Vertex type Person
Edge type Loan
FormatDirected: Edges are directed Directed
Edge weightsMultiple unweighted: Multiple edges are possible Multiple unweighted
Metadata Timestamps:  Edges are annotated with a timestamps Timestamps
Size89,269 vertices (persons)
Volume3,394,979 edges (loans)
Unique volume3,330,225 edges (loans)
Average degree (overall)76.062 edges / vertex
Fill0.00041790 edges / vertex2
Maximum degree9,436 edges
Reciprocity0.0122%
Size of LCC89,171 vertices
Size of LSCC3,513 vertices
Wedge count1,112,425,463
Claw count455,534,068,547
Triangle count1,158,669
Square count3,930,622,348
4-tour count35,901,340,680
Power law exponent (estimated) with dmin2.1910 (dmin = 60)
Gini coefficient64.4%
Relative edge distribution entropy92.9%
Assortativity–0.078326
Clustering coefficient0.312%
Diameter8 edges
90-percentile effective diameter3.73 edges
Mean shortest path length3.28 edges
Spectral norm347.59
Preferential attachment exponent0.11408 (ε = 2.7792)
Temporal distribution of the Prosper loans network
Temporal distribution
Edge multiplicity distribution of the Prosper loans network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the Prosper loans network
Cumulative edge multiplicity distribution
Degree distribution of the Prosper loans network
Degree distribution
Outdegree distribution of the Prosper loans network
Outdegree distribution
Indegree distribution of the Prosper loans network
Indegree distribution
Degree distribution of the Prosper loans network
Degree distribution
Outdegree distribution of the Prosper loans network
Outdegree distribution
Indegree distribution of the Prosper loans network
Indegree distribution

Out/indegree comparison

Out/indegree comparison of the Prosper loans network
Out/indegree comparison
Degree distribution of the Prosper loans network
Degree distribution
Outdegree distribution of the Prosper loans network
Outdegree distribution
Indegree distribution of the Prosper loans network
Indegree distribution
Degree distribution of the Prosper loans network
Degree distribution
Outdegree distribution of the Prosper loans network
Outdegree distribution
Indegree distribution of the Prosper loans network
Indegree distribution
Clustering coefficient distribution of the Prosper loans network
Clustering coefficient distribution
Distance distribution of the Prosper loans network
Distance distribution
Distance distribution on a logistic scale of the Prosper loans network
Distance distribution on a logistic scale
Top-k eigenvalues of A of the Prosper loans network
Top-k eigenvalues of A
Top-k eigenvalues of N of the Prosper loans network
Top-k eigenvalues of N
Spectral distribution of the eigenvalues of A of the Prosper loans network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Prosper loans network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Prosper loans network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Prosper loans network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Prosper loans network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Prosper loans network
Cumulative spectral distribution of L
Complex eigenvalues of the asymmetric adjacency matrix of the Prosper loans network
Complex eigenvalues of the asymmetric adjacency matrix

Downloads

TSV file:downloadprosper-loans.tar.bz2 (17.51 MiB)
RDF:download RDFprosper-loans.n3.bz2 (223 bytes)

References

[1] Prosper loans network dataset -- KONECT, October 2016. [ http ]

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