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mammalia-dolphin-florida-social     (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, dolphin
Edge typeInteraction
FormatUndirected
Edge weightsWeighted
SpeciesTursiops truncatus
Taxon. classMammalia
Populationfree-ranging
Geo. locationCedar Key, Florida, USA
Data collectionsurvey scan
Interaction typespatial proximity
Definition of interactionInteractions characterized by prey capture or persistent incidents of prey searching as indicated by long dives or specialized feeding behaviours with direction shifts between surfacings.
Edge weight typefrequency
Data collection duration124 days
Time span (within a day)5min
DescriptionFour networks: an overall network that does not take behaviour into account, and the socialize network, the travel network and the forage network that correspond to their respective behaviours.
CitationGazda, Stefanie, et al. "The importance of delineating networks by activity type in bottlenose dolphins (Tursiops truncatus) in Cedar Key, Florida." Royal Society open science 2.3 (2015): 140263.

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

Nodes151
Edges1.6K
Density0.137219
Maximum degree69
Minimum degree1
Average degree20
Assortativity0.184785
Number of triangles29.1K
Average number of triangles192
Maximum number of triangles875
Average clustering coefficient0.788258
Fraction of closed triangles0.613121
Maximum k-core31
Lower bound of Maximum Clique31

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Interactive Visualization of Node-level Properties and 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.)
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