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email_eu — Email network (EU research inst.)

Description

An email network from a large European research institution, compiled by J. Leskovec, J. Kleinberg and C. Faloutsos from anonymized information on all incoming and outgoing email of the institution over a period of 18 months, from October 2003 to May 2005. Nodes are email addresses, and a directed edge $i \to j$ means that address $i$ sent at least one email to address $j$. Since the data contain only emails sent or received by the institution, communication between addresses outside the institution is not observed. Some addresses sent emails to themselves, resulting in self-loops. Nodes are identified only by anonymous numeric identifiers, and the network has no node or edge properties.

Tags
Social Communication Unweighted
Added
2020-08-11
Citation
  • Leskovec, J. Kleinberg and C. Faloutsos. "Graph Evolution: Densification and Shrinking Diameters." ACM Transactions on Knowledge Discovery from Data 1(1), article 2 (2007). 10.1145/1217299.1217301 Sci-Hub
Upstream URL OK
http://snap.stanford.edu/data/email-EuAll.html
Networks
Tip: hover over a column header for a description.
Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
email_eu 265,214 420,045 1.58 42.55 98.51 10009.71 -0.20 0.01 14 0.85 Directed Unipartite 4.6 MiB 7.0 MiB 6.8 MiB 5.7 MiB
Ridiculograms*
* These are automatically generated force-directed visualizations, and can be quite meaningless for networks both big and small. They should not be taken seriously as sources of scientific insight. See here for a discussion.