Censuses of motifs at the network level

Source: R/motif_census.R

Censuses of motifs at the network level

network_dyad_census(.data)

network_triad_census(.data)

network_mixed_census(.data, object2)

Source

Alejandro Espinosa 'netmem'

Arguments

.data

An object of a {manynet}-consistent class:

  • matrix (adjacency or incidence) from {base} R

  • edgelist, a data frame from {base} R or tibble from {tibble}

  • igraph, from the {igraph} package

  • network, from the {network} package

  • tbl_graph, from the {tidygraph} package

object2

A second, two-mode migraph-consistent object.

Functions

  • network_dyad_census(): Returns a census of dyad motifs in a network

  • network_triad_census(): Returns a census of triad motifs in a network

  • network_mixed_census(): Returns a census of triad motifs that span a one-mode and a two-mode network

References

Davis, James A., and Samuel Leinhardt. 1967. “The Structure of Positive Interpersonal Relations in Small Groups.” 55.

Hollway, James, Alessandro Lomi, Francesca Pallotti, and Christoph Stadtfeld. 2017. “Multilevel Social Spaces: The Network Dynamics of Organizational Fields.” Network Science 5(2): 187–212. doi:10.1017/nws.2017.8

See also

Other motifs: brokerage_census, node_census

Examples

network_dyad_census(manynet::ison_algebra)
#> # A tibble: 1 × 3
#>   Mutual Asymmetric  Null
#>    <dbl>      <dbl> <dbl>
#> 1     68          8    44
network_triad_census(manynet::ison_adolescents)
#> # A tibble: 1 × 6
#>   `003` `012` `102` `201` `210` `300`
#>   <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1    13     0    29    11     0     3
marvel_friends <- manynet::to_unsigned(manynet::ison_marvel_relationships, "positive")
(mixed_cen <- network_mixed_census(marvel_friends, manynet::ison_marvel_teams))
#> # A tibble: 1 × 10
#>    `22`  `21`  `20`  `12` `11D` `11U`  `10`  `02`  `01`   `00`
#>   <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>  <dbl>
#> 1  1137     0  1702  7064     0     0 22774 30856     0 130765