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KONECT > Networks > Occupation

Occupation

About this network

This is the bipartite occupation network of DBpedia. It contains persons and occupations as nodes, and an edge denotes that a person has an occupation. The edges correspond to the <http://dbpedia.org/ontology/occupation> relationships in DBpedia.

Network info

CodeOC
Category Features
Data source http://wiki.dbpedia.org/Downloads
Description Person–occupation association
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsUnweighted: Simple edges Unweighted
Size166,895 = 95,614 + 71,281 vertices
Volume191,616 edges
Average degree (overall)2.30 edges / vertex
Average degree (left)2.00 edges / vertex
Average degree (right)2.69 edges / vertex
Maximum degree15,679 edges
Fill2.805283 × 10−5 edges / vertex2
Largest connected component112,025 = 69,860 + 42,165 vertices
Algebraic connectivity3.487727 × 10−3
Spectral norm130.07
Diameter22 edges
90-percentile effective diameter6.77 edges
Median shortest path length5 edges
Mean shortest path length5.18 edges
Gini coefficient47.02%
Edge weight distribution of the Occupation network
Edge weight distribution
Left degree distribution of the Occupation network
Left degree distribution
Right degree distribution of the Occupation network
Right degree distribution
Left degree distribution of the Occupation network
Left degree distribution
Right degree distribution of the Occupation network
Right degree distribution
Degree distribution of the Occupation network
Degree distribution
Left degree distribution of the Occupation network
Left degree distribution
Right degree distribution of the Occupation network
Right degree distribution
Hop plot of the Occupation network
Hop plot

Top-k eigenvalues

Top-k eigenvalues of L of the Occupation network
Top-k eigenvalues of L
Eigenvalues of A of the Occupation network
Eigenvalues of A
Eigenvalues of N of the Occupation network
Eigenvalues of N
Eigenvalues of L of the Occupation network
Eigenvalues of L
Eigenvalues of A of the Occupation network
Eigenvalues of A
Eigenvalues of N of the Occupation network
Eigenvalues of N
Eigenvalues of L of the Occupation network
Eigenvalues of L

Spectral diagonality test

Spectral diagonality test of the Occupation network
Spectral diagonality test

Downloads

TSV File: download dbpedia-occupation.tar.bz2 (719.84 KiB)
Extraction code:download konect-0.3.tar.bz2 (99.23 KiB)

References

[1] Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary Ives. DBpedia: A nucleus for a web of open data. In Proc. Int. Semantic Web Conf., pages 722-735, 2008.

BibTeX