Get community membership by Louvain optimization
Through the use of multi-level optimization of a modularity score, obtain the group membership values for each of the nodes in the graph.
get_cmty_louvain(graph)
graph |
A graph object of class |
A data frame with group membership assignments for each of the nodes.
# Create a random graph using the # `add_gnm_graph()` function graph <- create_graph( directed = FALSE) %>% add_gnm_graph( n = 10, m = 15, set_seed = 23) # Get the group membership values # for all nodes in the graph # through the multi-level # optimization of modularity # algorithm graph %>% get_cmty_louvain() # Add the group membership # values to the graph as a # node attribute graph <- graph %>% join_node_attrs( df = get_cmty_louvain(.)) # Display the graph's # node data frame graph %>% get_node_df()
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