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mammalia-elephantseal-2012-2013     (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, elephantseal
Edge typeInteraction
FormatUndirected
Edge weightsWeighted
SpeciesMirounga angustirostris
Taxon. classMammalia
Populationfree-ranging
Geo. locationCalifornia, USA
Data collectionsurvey scan
Interaction typedominance
Definition of interactionDominance status determined by Elo rating based on winner of an competitive interaction and intensity of interaction
Edge weight typefrequency
Data collection duration69 days
Time span (within a day)focal follow/ad libitum
DescriptionNetwork represent interactions collected over different years and/or in different colonies
CitationCasey, Caroline, et al. "Rival assessment among northern elephant seals: evidence of associative learning during male–male contests." Royal Society open science 2.8 (2015): 150228.

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

Nodes35
Edges23
Density0.0386555
Maximum degree3
Minimum degree1
Average degree1
Assortativity-0.0298507
Number of triangles3
Average number of triangles0
Maximum number of triangles1
Average clustering coefficient0.0666667
Fraction of closed triangles0.230769
Maximum k-core3
Lower bound of Maximum Clique3

Network Data Preview

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Interactive Visualization of Node-level Properties and Statistics

Tools for Interactive Exploration of Node-level Statistics

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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.
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