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email-EU     (Interaction Networks)

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This network dataset is in the category of Interaction Networks



Visualize ia-email-EU's link structure and discover valuable insights using the interactive network data visualization and analytics platform. Compare with hundreds of other network data sets across many different categories and domains.

Metadata

CategorySparse Networks
CollectionInteraction networks
Tags
ShortEmail network from a EU research institution
Vertex typeUser
Edge typeEmail
FormatUndirected
Edge weightsUnweighted
DescriptionThe network was generated using email data from a large European research institution. Nodes are users (of a unique email address) and edges are emails between two users. Note edges are undirected and thus indicate that both users have sent/received emails to one another. See email-EU-dir for the directed version.

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.

@article{leskovec2007graph,
     title={Graph evolution: Densification and shrinking diameters},
     author={Leskovec, Jure and Kleinberg, Jon and Faloutsos, Christos},
     journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
     volume={1},
     number={1},
     pages={2},
     year={2007},
     publisher={ACM}
}

Network Data Statistics

Nodes32.4K
Edges54.4K
Density0.000103449
Maximum degree623
Minimum degree1
Average degree3
Assortativity-0.381627
Number of triangles147K
Average number of triangles4
Maximum number of triangles1.6K
Average clustering coefficient0.112681
Fraction of closed triangles0.0267784
Maximum k-core23
Lower bound of Maximum Clique11

Network Data Preview

Interactive visualization of ia-email-EU's graph structure

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Interactive Visualization of Node-level Properties and Statistics

Tools for Interactive Exploration of Node-level Statistics

Visualize and interactively explore ia-email-EU and its important node-level statistics!

  • Each point represents a node (vertex) in the graph.
  • A subset of interesting nodes may be selected and their properties may be visualized across all node-level statistics. To select a subset of nodes, hold down the left mouse button while dragging the mouse in any direction until the nodes of interest are highlighted.This feature allows users to explore and analyze various subsets of nodes and their important interesting statistics and properties to gain insights into the graph data
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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.
  • All visualizations and plots are zoomable. One may zoom-in or out on the data visualization using scrolling.
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