aniSNA (version 1.1.1)

plot.Subsampled_Network_Metrics: To plot sub-sampling results

Description

To plot sub-sampling results

Usage

# S3 method for 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)),
  ...
)

Value

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.

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

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)))