netscience — Scientific collaborations in network science (2006)
- Description
Coauthorship network of scientists working on network theory and experiment, compiled by M. E. J. Newman in May 2006 from the bibliographies of two review articles on networks, M. E. J. Newman, SIAM Review 45, 167-256 (2003), and S. Boccaletti et al., Physics Reports 424, 175-308 (2006), with a few additional references added by hand. Nodes are scientists and two scientists are connected if they coauthored at least one of the papers. This version contains all components of the network (1,589 scientists), not just the largest component of 379 scientists that was originally analyzed.
The edges are weighted as described in M. E. J. Newman, Phys. Rev. E 64, 016132 (2001): each paper with $n$ authors contributes $1/(n-1)$ to the weight of the edge between every pair of its authors, so that the weight $w_{ij}$ is the sum of these contributions over all papers coauthored by $i$ and $j$.
The network has the following properties:
label: the name of the scientist, as surname and initials (as in "ABRAMSON, G").value: the edge weight $w_{ij}$.
- Tags
- Social Collaboration Weighted Projection
- Citation
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- M. E. J. Newman, "Finding community structure in networks using the eigenvectors of matrices." Phys. Rev. E 74, 036104 (2006). arxiv:physics/0605087 10.1103/physreve.74.036104 Sci-Hub
- Upstream URL OK
- https://doi.org/10.1103/physreve.74.036104/
- Networks
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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
- Ridiculograms*
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