mammalia-zebra-interaction

mammalia-zebra-interaction (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 zebra groupmembership weighted edge weighted network interaction network
Source	https://bansallab.github.io/asnr/data.html
Short	Animal Networks
Vertex type	Animal, Mammal, zebra, groupmembership
Edge type	Interaction
Format	Undirected
Edge weights	Weighted
Species	Equus grevyi
Taxon. class	Mammalia
Population	free-ranging
Geo. location	Kenya
Data collection	survey scan
Interaction type	group membership
Definition of interaction	A group was defined as a set of one or more individuals that is spatially cohesive and distinct from other groups at the time of observation. Edges were constructed based on half-weight index (HWI).
Edge weight type	unweighted
Data collection duration	3 months
Time span (within a day)	focal follow/ad libitum
Citation	Siva R Sundaresan, Ilya R Fischhoff, Jonathan Dushoff, and Daniel I Rubenstein. Network metrics reveal differences in social organization between two fission-fusion species, Grevy's zebra and onager. Oecologia, 151(1):140-149, 2007.

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	27
Edges	111
Density	0.316239
Maximum degree	14
Minimum degree	2
Average degree	8
Assortativity	0.717703
Number of triangles	936
Average number of triangles	34
Maximum number of triangles	72
Average clustering coefficient	0.875914
Fraction of closed triangles	0.844765
Maximum k-core	12
Lower bound of Maximum Clique	10

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Interactive visualization of mammalia-zebra-interaction'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

degree CDF

degree CCDF

kcore distribution

kcore CDF

kcore CCDF

triangle distribution

triangle CDF

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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