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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 Affiliation
Data source http://wiki.dbpedia.org/Downloads
Vertex type Person, occupation
Edge type Association
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsUnweighted: Simple edges Unweighted
Size356,884 = 229,307 + 127,577 vertices (persons + occupations)
Volume250,945 edges (associations)
Average degree (overall)2.1887 edges / vertex
Average person degree1.9670 edges / vertex
Average occupation degree2.4668 edges / vertex
Fill1.9336 10–5 edges / vertex2
Maximum degree17,997 edges
Wedge count335,154,441
Claw count1,306,969,930,352
Square count24,509,245
4-tour count1,537,212,834
Power law exponent (estimated) with dmin1.7610 (dmin = 13)
Gini coefficient45.5%
Relative edge distribution entropy85.9%
Assortativity0.028052
Diameter24 edges
90-percentile effective diameter6.77 edges
Mean shortest path length5.20 edges
Spectral norm138.39
Algebraic connectivity0.0030101
Person degree distribution of the Occupation network
Person degree distribution
Occupation degree distribution of the Occupation network
Occupation degree distribution
Person degree distribution of the Occupation network
Person degree distribution
Occupation degree distribution of the Occupation network
Occupation 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
Person degree distribution of the Occupation network
Person degree distribution
Occupation degree distribution of the Occupation network
Occupation degree distribution
Distance distribution of the Occupation network
Distance distribution
Distance distribution on a logistic scale of the Occupation network
Distance distribution on a logistic scale
Top-k eigenvalues of L of the Occupation network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Occupation network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Occupation network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Occupation network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Occupation network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Occupation network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Occupation network
Cumulative spectral distribution of L

Downloads

TSV file:downloaddbpedia-occupation.tar.bz2 (959.66 KiB)
Extraction code:downloaddbpedia.tar.bz2 (16.60 KiB)

References

[1] Occupation network dataset -- KONECT, April 2017. [ http ]
[2] 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