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Table 2 Network analysis methods

From: Exploring the raison d’etre behind metric selection in network analysis: a systematic review

Method category

Broad category definition

No. of papers

Percentage (%)a

Social network analysis

Networks that examine social structure of graph, where nodes typically represent actors/people

69

42

GIS-based network

A graph in which the nodes and edges are defined based on georeferenced data

22

13

Routing problem

Typically, the same as GIS-based networks, however main objective is finding optimal/shortest path in the network

20

1312

Ecological network analysis

Network methods that follow typical ENA approaches, where flows between systems/nodes are analysed

17

1210

Modelling/simulation

Computational model-based methods in which network analysis is incorporated

16

10

Standard network

Networks that follow standard structures

12

7

Complex network

Networks that follow complex structures

3

2

Content analysis

Textual/bibliographic based network methods

3

2

Other

Any method that does not fall into any of the above categories

4

2

  1. aSome studies use multiple methods, therefore total % is > 100