get_cmty_fast_greedy: Get community membership by modularity optimization

In rich-iannone/DiagrammeR: Graph/Network Visualization

Get community membership by modularity optimization

Description

Through the use of greedy optimization of a modularity score, obtain the group membership values for each of the nodes in the graph. Note that this method only works on graphs without multiple edges.

Usage

get_cmty_fast_greedy(graph)

Arguments

graph

A graph object of class dgr_graph.

Value

a data frame with group membership assignments for each of the nodes.

Examples

# Create a graph with a
# balanced tree
graph <-
  create_graph() %>%
  add_balanced_tree(
    k = 2,
    h = 2)

# Get the group membership
# values for all nodes in
# the graph through the greedy
# optimization of modularity
# algorithm
graph %>%
  get_cmty_fast_greedy()

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

# Display the graph's
# node data frame
graph %>% get_node_df()

rich-iannone/DiagrammeR documentation built on Feb. 5, 2024, 8 a.m.