Get the graph reciprocity
Get the reciprocity of a directed graph. The reciprocity of a graph is the
fraction of reciprocal edges (e.g., 1
-> 2
and 2
-> 1
) over all edges
available in the graph. Note that for an undirected graph, all edges are
reciprocal. This function does not consider loop edges (e.g., 1
-> 1
).
get_reciprocity(graph)
graph |
A graph object of class |
A single, numerical value that is the ratio value of reciprocal edges over all graph edges.
# Define a graph where 2 edge definitions # have pairs of reciprocal edges graph <- create_graph() %>% add_cycle(n = 3) %>% add_node( from = 1, to = 1) %>% add_node( from = 1, to = 1) # Get the graph reciprocity, which will # be calculated as the ratio 4/7 (where # 4 is the number reciprocating edges # and 7 is the total number of edges # in the graph) graph %>% get_reciprocity() # For an undirected graph, all edges # are reciprocal, so the ratio will # always be 1 graph %>% set_graph_undirected() %>% get_reciprocity() # For a graph with no edges, the graph # reciprocity cannot be determined (and # the same NA result is obtained from an # empty graph) create_graph() %>% add_n_nodes(n = 5) %>% get_reciprocity()
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