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soc-student-coop     (Social Networks)

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This network is in the collection of Social Networks





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Metadata

ShortStudents' Cooperation social network
DescriptionStudents’ Cooperation Social Network was constructed from the data collected during a “Computer and Network Security” course; a mandatory course at Ben-Gurion University. The social network contains data collected from 185 participating students from two different departments. The course’s social network was created by analyzing the implicit and explicit cooperation among the students while doing their homework assignments. The students’ cooperation graph contained 185 nodes and 360 links and 3 types of links.

Citing the repository in published materials

If you find Network Repository useful for your research, please consider citing the following paper:

@inproceedings{nr,
     title={The Network Data Repository with Interactive Graph Analytics and Visualization},
     author={Ryan A. Rossi and Nesreen K. Ahmed},
     booktitle={Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence},
     url={http://networkrepository.com},
     year={2015}
}

Note that if you transform/preprocess this data for your own research, we ask that you please share the data by uploading it along with details on the transformation and reference to any published materials.

@article{Fire2012,
     title={Predicting Student Exam's Scores by Analyzing Social Network Data},
     author={Michael Fire, Gilad Katz, Yuval Elovici, Bracha Shapira, and Lior Rokach},
     booktitle={Active Media Technology},
     pages={584--595},
     year={2012},
     publisher={Springer} }

Network Statistics

Nodes7.5M
Edges1
Density3.55833e-14
Maximum degree1
Minimum degree0
Average degree0
Assortativitynan
Number of triangles0
Average number of triangles0
Maximum number of triangles0
Average clustering coefficient0
Fraction of closed trianglesnan
Maximum k-core2
Lower bound of Maximum Clique2

Data Preview

Interactive visualization of soc-student-coop's graph structure

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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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coloring distribution

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coloring CDF

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coloring 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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