Package: multinet 4.2

multinet: Analysis and mining of multilayer social networks

Functions for the creation/generation and analysis of multilayer social networks <doi:10.18637/jss.v098.i08>.

Authors:Matteo Magnani [aut, cre], Luca Rossi [aut], Davide Vega [aut], Obaida Hanteer [ctb]

multinet_4.2.tar.gz
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multinet.pdf |multinet.html
multinet/json (API)
NEWS

# Install 'multinet' in R:
install.packages('multinet', repos = c('https://magnanim.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

64 exports 5 stars 1.24 score 13 dependencies 2 mentions 46 scripts 892 downloads

Last updated 2 months agofrom:e6246fec39. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 28 2024
R-4.5-win-x86_64OKAug 28 2024
R-4.5-linux-x86_64OKAug 28 2024
R-4.4-win-x86_64OKAug 28 2024
R-4.4-mac-x86_64OKAug 28 2024
R-4.4-mac-aarch64OKAug 28 2024
R-4.3-win-x86_64OKAug 28 2024
R-4.3-mac-x86_64OKAug 28 2024
R-4.3-mac-aarch64OKAug 28 2024

Exports:abacus_mlactors_mladd_attributes_mladd_edges_mladd_igraph_layer_mladd_layers_mladd_vertices_mlattributes_mlclique_percolation_mlconnective_redundancy_mldegree_deviation_mldegree_mldelete_actors_mldelete_edges_mldelete_layers_mldelete_vertices_mldistance_mledges_idx_mledges_mlevolution_er_mlevolution_pa_mlflat_ec_mlflat_nw_mlflatten_mlgenerate_communities_mlget_community_list_mlget_values_mlglouvain_mlgrow_mlinfomap_mlis_directed_mllayer_comparison_mllayer_summary_mllayers_mllayout_circular_mllayout_multiforce_mlmdlp_mlml_aucsml_bankwiringml_emptyml_florentineml_monasteryml_tailorshopml_toymodularity_mlneighborhood_mlneighbors_mlnmi_mlnum_actors_mlnum_edges_mlnum_layers_mlnum_vertices_mlomega_index_mlproject_mlread_mlrelevance_mlset_directed_mlset_values_mlvalues2graphicsvertices_mlwrite_mlxneighborhood_mlxneighbors_mlxrelevance_ml

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRColorBrewerRcpprlangvctrs

Readme and manuals

Help Manual

Help pageTopics
Multilayer social network analysis and miningmultinet-package multinet
Network analysis measuresconnective_redundancy_ml degree_deviation_ml degree_ml multinet.actor_measures neighborhood_ml relevance_ml xneighborhood_ml xrelevance_ml
Managing attributesadd_attributes_ml attributes_ml get_values_ml multinet.attributes set_values_ml
Classes defined by the packagemultinet.classes Rcpp_REvolutionModel-class REvolutionModel RMLNetwork-class
Community detection algorithms and evaluation functionsabacus_ml clique_percolation_ml flat_ec_ml flat_nw_ml get_community_list_ml glouvain_ml infomap_ml mdlp_ml modularity_ml multinet.communities nmi_ml omega_index_ml
Generation of multilayer networks with a predefined community structuregenerate_communities_ml multinet.community.generation
Conversion to a simple or multi graphas.igraph.multinet as.igraph.Rcpp_RMLNetwork multinet.conversion
Network analysis measures: distance baseddistance_ml multinet.distance
Controlling edge directionalityis_directed_ml multinet.edge_directionality set_directed_ml
Generation of multilayer networksevolution_er_ml evolution_pa_ml grow_ml multinet.generation
Reading and writing multilayer networks from/to filemultinet.IO read_ml write_ml
Network analysis measureslayer_comparison_ml layer_summary_ml multinet.layer_comparison
Layoutslayout_circular_ml layout_multiforce_ml multinet.layout
Functions to extract neighbors of vertices, to navigate the networkmultinet.navigation neighbors_ml xneighbors_ml
Drawing a multilayer networkmultinet.plotting plot plot.ml plot.multinet plot.Rcpp_RMLNetwork values2graphics
Loading predefined multilayer networksml_aucs ml_bankwiring ml_empty ml_florentine ml_monastery ml_tailorshop ml_toy multinet.predefined
Listing network propertiesactors_ml edges_idx_ml edges_ml layers_ml multinet.properties nodes_ml num_actors_ml num_edges_ml num_layers_ml num_nodes_ml num_vertices_ml vertices_ml
Functions to transform existing layers into new ones.flatten_ml multinet.transformation project_ml
Manipulation of multilayer networksadd_edges_ml add_igraph_layer_ml add_layers_ml add_nodes_ml add_vertices_ml delete_actors_ml delete_edges_ml delete_layers_ml delete_nodes_ml delete_vertices_ml multinet.update
Summarise a multilayer networksummary.Rcpp_RMLNetwork