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mammalia-macaque-dominance     (Animal Social Networks)

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This network dataset is in the category of Animal Social Networks



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Metadata

CategoryAnimal Social Networks
CollectionAnimal Networks
AboutReal-world animal interaction network data sets. Animal interaction data from published studies of wild, captive, and domesticated animals.
Tags
Sourcehttps://bansallab.github.io/asnr/data.html
ShortAnimal Networks
Vertex typeAnimal, Mammal, rhesusmacaque
Edge typeInteraction
FormatUndirected
Edge weightsWeighted
SpeciesMacaca fuscata
Taxon. classMammalia
Populationsemi-ranging
Geo. locationArashiyama, Japan
Data collectionsurvey scan
Interaction typedominance
Definition of interactionThe dominance relations between females were determined based on approach-retreat episodes around the food. The dominance range order was arranged based on these dyadic relations.
Edge weight typefrequency
Data collection duration6 months
Time resolution (within a day)2 hours
Time span (within a day)focal follow/ad libitum
CitationTakahata, Yukio. "Diachronic changes in the dominance relations of adult female Japanese monkeys of the Arashiyama B group." The monkeys of Arashiyama. State University of New York Press, Albany (1991): 123-139.

Please cite the following if you use the data:

@inproceedings{nr,
     title={The Network Data Repository with Interactive Graph Analytics and Visualization},
     author={Ryan A. Rossi and Nesreen K. Ahmed},
     booktitle={AAAI},
     url={https://networkrepository.com},
     year={2015}
}

Note that if you transform/preprocess the data, please consider sharing the data by uploading it along with the details on the transformation and reference to any published materials using it.

Network Data Statistics

Nodes62
Edges1.2K
Density0.617134
Maximum degree55
Minimum degree17
Average degree37
Assortativity-0.07258
Number of triangles29.3K
Average number of triangles473
Maximum number of triangles913
Average clustering coefficient0.667145
Fraction of closed triangles0.659942
Maximum k-core29
Lower bound of Maximum Clique12

Network Data Preview

Interactive visualization of mammalia-macaque-dominance's graph structure

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Interactive Visualization of Node-level Properties and Statistics

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  • Each point represents a node (vertex) in the graph.
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Interactive Visualization of Node-level Feature Distributions

Node-level Feature Distributions

degree distribution

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degree CDF

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degree CCDF

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kcore distribution

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kcore CDF

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kcore CCDF

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triangle distribution

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triangle CDF

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triangle CCDF

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All visualizations and analytics are interactive and flexible for exploratory analysis and data mining in real-time and include the following features:

  • Degree, k-core, triangles, and triangle-core distributions. We include plots for each of the fundamental graph features and counts of the number with a particular property (i.e., number of nodes that form k triangles or have degree k, etc.)
  • We also include the CDF and CCDF distributions for each graph in the collection.
  • All visualizations and plots are zoomable. One may zoom-in or out on the data visualization using scrolling.
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  • Adjust scale and other application dependent-parameters. All interactive visualizations may adjust the scale which is particularly important in certain types of graph data that contain highly skewed graph properties (power-lawed graphs and/or networks) such as degree distribution.