Get the PageRank values for all nodes in the graph.
get_pagerank(graph, directed = TRUE, damping = 0.85)
graph | a graph object of class
|
---|---|
directed | if |
damping | the damping factor.
The default value is set to |
a data frame with PageRank values for each of the nodes.
# Create a random graph using the # `add_gnm_graph()` function graph <- create_graph() %>% add_gnm_graph( n = 10, m = 15, set_seed = 23) # Get the PageRank scores # for all nodes in the graph graph %>% get_pagerank()#> id pagerank #> 1 1 0.1302 #> 2 2 0.1037 #> 3 3 0.0450 #> 4 4 0.0450 #> 5 5 0.1501 #> 6 6 0.0578 #> 7 7 0.0871 #> 8 8 0.1780 #> 9 9 0.0744 #> 10 10 0.1287# Colorize nodes according to their # PageRank scores graph <- graph %>% join_node_attrs( df = get_pagerank(graph = .)) %>% colorize_node_attrs( node_attr_from = pagerank, node_attr_to = fillcolor, palette = "RdYlGn")