mammalia-hyena-networka

mammalia-hyena-networka (Animal Social Networks)

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This network dataset is in the category of Animal Social Networks

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Metadata

Category	Animal Social Networks
Collection	Animal Networks
About	Real-world animal interaction network data sets. Animal interaction data from published studies of wild, captive, and domesticated animals.
Tags	Animal network animal interaction network animal social network mammal social network mammal network Mammals Mammalia hyenas groupmembership weighted edge weighted network interaction network
Source	https://bansallab.github.io/asnr/data.html
Short	Animal Networks
Vertex type	Animal, Mammal, hyenas, groupmembership
Edge type	Interaction
Format	Undirected
Edge weights	Weighted
Species	Crocuta crocuta
Taxon. class	Mammalia
Population	free-ranging
Geo. location	Masai Mara National Reserve, Kenya
Data collection	survey scan
Interaction type	group membership
Definition of interaction	Association patterns were recorded based on the co-occurrence of each pair of individuals, during the period for which they were concurrently present in the clan.
Edge weight type	twice_weight_index
Data collection duration	4 months (approx 16 days each month)
Time resolution (within a day)	15min
Time span (within a day)	few hours
Description	The three social networks were collected during periods of low (networks A and C) and high (network B) prey abundance.
Citation	Holekamp, Kay E., et al. "Society, demography and genetic structure in the spotted hyena." Molecular Ecology 21.3 (2012): 613-632.

Acknowledgements & Citation Policy

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={http://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

Nodes	35
Edges	521
Density	0.87563
Maximum degree	34
Minimum degree	7
Average degree	29
Assortativity	-0.116651
Number of triangles	14.1K
Average number of triangles	402
Maximum number of triangles	487
Average clustering coefficient	0.921746
Fraction of closed triangles	0.915664
Maximum k-core	26
Lower bound of Maximum Clique	22

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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

degree CDF

degree CCDF

kcore distribution

kcore CDF

kcore CCDF

triangle distribution

triangle CDF

triangle CCDF

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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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