Neighborhood Overlap (Jaccard) for Each Edge

Convenience wrapper around edge_centrality that returns only the overlap measure sorted by overlap descending.

Usage

neighborhood_overlap(x, top = NULL, directed = NULL, digits = NULL, ...)

Arguments

x

Network input: matrix, igraph, network, cograph_network, or tna object.

top

Integer or NULL. Return only the top N edges. Default NULL.

directed

Logical or NULL. Default NULL (auto-detect).

digits

Integer or NULL. Round numeric columns. Default NULL.

...

Additional arguments passed to edge_centrality.

Value

A data frame sorted by overlap (descending) with columns: from, to, weight, overlap, shared_neighbors.

See also

edge_centrality, simmelian_strength

Examples

cograph::neighborhood_overlap(regulation_net, top = 5)
#>         from      to weight   overlap shared_neighbors
#> 1       Plan  Create   0.20 0.6666667                4
#> 2   Evaluate Monitor   0.33 0.6666667                4
#> 3    Discuss Explore   0.30 0.6000000                3
#> 4       Plan Monitor   0.13 0.5714286                4
#> 5 Synthesize Monitor   0.07 0.5000000                3