View source: R/get_cmty_louvain.R
get_cmty_louvain | R Documentation |
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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