DiagrammeR (version 0.9.2)

get_closeness: Get closeness centrality values

Description

Get the closeness centrality values for all nodes in a graph.

Usage

get_closeness(graph, direction = "all")

Arguments

graph

a graph object of class dgr_graph.

direction

using all (the default), the search will ignore edge direction while traversing through the graph. With out, measurements of paths will be from a node whereas with in, measurements of paths will be to a node.

Value

a data frame with closeness values for each of the nodes.

Examples

# NOT RUN {
# Create a random graph
graph <-
  create_random_graph(
    n = 10, m = 22,
    set_seed = 23)

# Get closeness values for all nodes
# in the graph
get_closeness(graph)
#>    id  closeness
#> 1   1 0.07142857
#> 2   2 0.07142857
#> 3   3 0.07142857
#> 4   4 0.06250000
#> 5   5 0.07692308
#> 6   6 0.09090909
#> 7   7 0.06666667
#> 8   8 0.05882353
#> 9   9 0.07692308
#> 10 10 0.07692308

# Add the closeness values to the graph
# as a node attribute
graph <-
  graph %>%
  join_node_attrs(
    df = get_closeness(.))

# Display the graph's node data frame
get_node_df(graph)
#>    id type label value  closeness
#> 1   1 <NA>     1   6.0 0.07142857
#> 2   2 <NA>     2   2.5 0.07142857
#> 3   3 <NA>     3   3.5 0.07142857
#> 4   4 <NA>     4   7.5 0.06250000
#> 5   5 <NA>     5   8.5 0.07692308
#> 6   6 <NA>     6   4.5 0.09090909
#> 7   7 <NA>     7  10.0 0.06666667
#> 8   8 <NA>     8  10.0 0.05882353
#> 9   9 <NA>     9   8.5 0.07692308
#> 10 10 <NA>    10  10.0 0.07692308
# }