Abstract
Multiplex social networks are characterized by a common set of actors connected through multiple types of relations. The multinet package provides a set of R functions to analyze multiplex social networks within the more general framework of multilayer networks, where each type of relation is represented as a layer in the network. The package contains functions to import/export, create and manipulate multilayer networks, implementations of several state-of-the-art multiplex network analysis algorithms, e.g., for centrality measures, layer comparison, community detection and visualization. Internally, the package is mainly written in native C++ and integrated with R using the Rcpp package.
Original language | English |
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Journal | Journal of Statistical Software |
Volume | 98 |
Issue number | 8 |
ISSN | 1548-7660 |
DOIs | |
Publication status | Published - 2 Jun 2021 |
Keywords
- networks
- multiplex
- multilayer
- social network analysis