Lecturer in Networks and Data Analysis
(Lawrence Lessig)
NetBunch is a collection of tools for the analysis and modelling of complex networks, that accompanies the textbook:
NetBunch can be downloaded from http://www.complex-networks.net or from GitHub: https://github.com/KatolaZ/NetBunch
Additional data sets of complex networks are available at http://www.complex-networks.net/datasets.html
MAMMULT (Metrics And Models for MULTiplex networks) is a collection of tools for the analysis and modelling of multiplex networks.
MAMMULT can be downloaded from GitHub: https://github.com/KatolaZ/mammult
MultiRed is a Python module for the structural reduction of multiplex networks, based on the paper:
MultiRed can be downloaded from GitHub: https://github.com/KatolaZ/multired
The data sets are made available for research purposes only.
If you use a data set in your research, please remember to include a reference to the relevant paper, as specified in each data set record.
-
C. Elegans neural network
Description:The neural network of the C.elegans nematode worm. The two (undirected) layers represent, respectively, synapses and gap junctions.Nodes: 281
Layers: 2
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: celegans.tar.gz (6.1 KB) (md5sum: bb4d97e3d74b171c095f1bced47335d2) -
BIOGRID gene-protein interaction network
Description:The network of physical and genetic interactions among all proteins in the BIOGRID data set.Nodes: 54549
Layers: 2
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: BIOGRID.tar.gz (1.6 MB) (md5sum: 918eee4dcd9029b2be1d44033efdcf5c) -
OpenFlights continental airport networks
Description:This is a set of six continental multiplex network of air transport (Africa, Asia, Europe, North America, Oceania, South America). Each layer represents an airline, and the edges indicate the presence of a direct flight between the two corresponding airports.
Africa
Nodes: 235
Layers: 84
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: layers_Africa.tar.gz (5.9 KB) (md5sum: c0437f695391b8aceff6a1725b8910e8)
Asia
Nodes: 792
Layers: 213
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: layers_Asia.tar.gz (51 KB) (md5sum: 4603149a325deaa8719125781eab7d8c)
Europe
Nodes: 593
Layers: 175
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: layers_Europe.tar.gz (38 KB) (md5sum: a36046bd242535982edfadb4990d35cb)
North America
Nodes: 1020
Layers: 143
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: layers_NorthAmerica.tar.gz (42 KB) (md5sum: 63d3deff1f8f16ce1e304c8e541a4c1c)
South America
Nodes: 296
Layers: 58
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: layers_SouthAmerica.tar.gz (7.1 KB) (md5sum: 3fe66c503bce05e8c94a662d87a6e4d8)
Oceania
Nodes: 261
Layers: 37
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: layers_Oceania.tar.gz (4.6 KB) (md5sum: a86030a0279dd3a21575f565d5e4af3d)
-
APS Scientific Collaboration Network
Description:The network of scientific collaboration among all the authors who have published at least one paper in any journal of the Americal Physical Society (APS). Each (unweighted and undirected) layer corresponds to the collaboration network in one of the ten highest-level categories (0-9) in the Physics and Astronomy Classification Scheme (PACS). Two authors are linked at one layer if they have co-authored at least one paper with a PACS code in that area.Nodes: 170397
Layers: 10
Rerefence: V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", Phys. Rev. E 92, 032805 (2015) (Abstract - APS)
Dowload: APS.tar.gz (47 MB) (md5sum: e551647048ae8035bb27b70788a15c94)