Select nodes in the graph based on their degree values
Using a graph object of class dgr_graph
, create a selection of nodes that
have certain degree values.
select_nodes_by_degree(graph, expressions, set_op = "union")
graph |
A graph object of class |
expressions |
One or more expressions for filtering nodes by degree
values. Use a combination of degree type ( |
set_op |
The set operation to perform upon consecutive selections of
graph nodes. This can either be as a |
A graph object of class dgr_graph
.
# Create a random graph using # the `add_gnm_graph()` function graph <- create_graph() %>% add_gnm_graph( n = 35, m = 125, set_seed = 23) # Report which nodes have a # total degree (in-degree + # out-degree) of exactly 9 graph %>% select_nodes_by_degree( expressions = "deg == 9") %>% get_selection() # Report which nodes have a # total degree greater than or # equal to 9 graph %>% select_nodes_by_degree( expressions = "deg >= 9") %>% get_selection() # Combine two calls of # `select_nodes_by_degree()` to # get those nodes with total # degree less than 3 and total # degree greater than 10 (by # default, those `select...()` # functions will `union` the # sets of nodes selected) graph %>% select_nodes_by_degree( expressions = "deg < 3") %>% select_nodes_by_degree( expressions = "deg > 10") %>% get_selection() # Combine two calls of # `select_nodes_by_degree()` to # get those nodes with total # degree greater than or equal # to 3 and less than or equal # to 10 (the key here is to # `intersect` the sets of nodes # selected in the second call) graph %>% select_nodes_by_degree( expressions = "deg >= 3") %>% select_nodes_by_degree( expressions = "deg <= 10", set_op = "intersect") %>% get_selection() # Select all nodes with an # in-degree greater than 5, then, # apply a node attribute to those # selected nodes (coloring the # selected nodes red) graph_2 <- graph %>% select_nodes_by_degree( expressions = "indeg > 5") %>% set_node_attrs_ws( node_attr = color, value = "red") # Get the selection of nodes graph_2 %>% get_selection()
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