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22 real-world datasets (13 monolayer networks and 9 multilayer networks)

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This files contains 13 monolayer networks and 9 multilayer networks. You can download it directly.

Contents:
├─monolayer
│      911.gml
│      Club.gml
│      DMLC.gml
│      Dolphins.gml
│      elegans.gml
│      Eron.gml
│      Escherichia.gml
│      Jazz.gml
│      Kite.gml
│      Lesmis.gml
│      NS.gml
│      Power.gml
│      USAir.gml

└─multilayer
    ├─CS-Aarhus
    │      CS-Aarhus.edges
    │      CS-Aarhus_layers.txt
    │      CS-Aarhus_nodes.txt
    │
    ├─EUAirTransportation
    │      EUAirTransportation.edges
    │      EUAirTransportation_layers.txt
    │      EUAirTransportation_nodes.txt
    │
    ├─humanHIV1
    │      humanHIV1.edges
    │      humanHIV1_genetic_layers.txt
    │      humanHIV1_genetic_nodes.txt
    │
    ├─Kapferer
    │      Kapferer-Tailor-Shop_layers.txt
    │      Kapferer-Tailor-Shop_nodes.txt
    │      Kapferer.edges
    │
    ├─Krackhardt
    │      Krackhardt-High-Tech_layers.txt
    │      Krackhardt-High-Tech_nodes.txt
    │      Krackhardt.edges
    │
    ├─Lazega
    │      Lazega-Law-Firm_layers.txt
    │      Lazega-Law-Firm_nodes.txt
    │      Lazega.edges
    │
    ├─LondonTransport
    │      LondonTransport.edges
    │      london_transport_disruptions_summary.txt
    │      london_transport_layers.txt
    │      london_transport_nodes.txt
    │      london_transport_raw.edges
    │
    ├─Padgett
    │      Padgett-Florentine-Families_layers.txt
    │      Padgett-Florentine-Families_nodes.txt
    │      Padgett.edges
    │
    └─Vickers
            Vickers-Chan-7thGraders_layers.txt
            Vickers.edges

Usage: 
1. Monolayer networks

        All of the provided monolayer network datasets are in .gml format. If you are using Python, you can load the dataset via NetworkX library, as followings:

import networkx as nx

G = nx.read_gml('911.gml')
print(nx.info(G))


2. Multilayer networks
        The 9 multilayer networks are placed in 9 folders, repectively. There are three files in each folder, with *.edges represents the edges in multilayer networks, *_layers.txt represents the layers' infomation and *_nodes.txt shows the nodes' labels. Muxviz can be employed to plot multilayer networks.

 *.edges file format:
node1 layer1 node2 layer2 weight (optional)
node1 layer1 node2 layer2 weight (optional)


e.g.,

1 1 1 1 1
1 1 2 1 1
1 1 10 1 1
1 1 12 1 1
...

*_layers.txt format:
layerID layerLabel

e.g.,
1 physical_association
2 direct_interaction
3 colocalization
4 association
...

*_nodes.txt format:
nodeID nodeLabel

e.g.,
1 vpr
2 SF3B2
3 tat
4 CCNT1
...


 
Views 1.2K   Last Modified: 2020-08-12 04:32