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The network in this dataset can be loaded directly from graph-tool with: 
import graph_tool.all as gt
g = gt.collection.ns["new_zealand_collab"]

new_zealand_collab — New Zealand scientific collaborations (2015)

Description

A network of scientific collaborations among institutions in New Zealand. Nodes are institutions (universities, organizations, etc.), and two nodes i,j are connected if Scopus lists at least one publication with authors at institutions i and j, in the period 2010-2015. Edges are weighted by the number of such collaborations. Nodes are annotated with the categorical type of institution.1

  1. Description obtained from the ICON project. ↩

Tags
Social Collaboration Weighted Metadata
Citation
  • S. Aref, D. Friggens, and S. Hendy, "Analysing scientific collaborations of New Zealand institutions using Scopus bibliometric data." Proc. Australasian Comp. Sci. Week Multiconf. (ACSW ’18), Article 49, 1-10 (2018), https://doi.org/10.1145/3167918.3167920 [@sci-hub]
Upstream URL OK
https://doi.org/10.6084/m9.figshare.5705167
Networks
Tip: hover your mouse over a table header to obtain a legend.
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
new_zealand_collab 1,511 4,273 5.66 23.64 35.99 4.53 -0.34 0.06 6 0.97 Undirected Unipartite weight 49 KiB 66 KiB 62 KiB 51 KiB
Ridiculograms
None drawing