plot.Subsampled_Network_Metrics function

To plot sub-sampling results

## S3 method for class 'Subsampled_Network_Metrics'
plot(
  x,
  network,
  network_metrics_functions_list = c(edge_density = function(x) igraph::edge_density(x),
    diameter = function(x) igraph::diameter(x, weights = NA), transitivity = function(x)
    igraph::transitivity(x)),
  ...
)

Arguments

• x: A list of matrices belonging to class "Subsampled_Network_Metrics" and is obtained from subsampled_network_metrics function
• network: An igraph graph object consisting of the observed network
• network_metrics_functions_list: This is the same argument that is passed for obtaining the results from the function subsampled_network_metrics. A list consisting of function definitions of the network metrics that the user wants to evaluate. Each element in the list should have an assigned name. Default = c("edge_density" = function(x) igraph::edge_density(x), "diameter" = function(x) igraph::diameter(x, weights = NA), "transitivity" = function(x) igraph::transitivity(x))
• ...: Further arguments are ignored

Returns

No return value, called for side effects. The boxplots depict range of values, network metrics take when multiple subsamples are chosen from the observed sample.

Examples

data(elk_network_2010)
elk_subsamples <- subsampled_network_metrics(elk_network_2010)
plot(elk_subsamples, elk_network_2010, 
network_metrics_functions_list = c("edge_density" = function(x) igraph::edge_density(x),
"diameter" = function(x) igraph::diameter(x, weights = NA),
"transitivity" = function(x) igraph::transitivity(x)))