Calculating network summary statistics
networkStat calculates main network statistics.
networkStat(object, stat = "network", type = "degree")
object |
is a network matrix obtained by the function |
stat |
is a character. It indicates which statistics are to be calculated. |
type |
is a character. It indicates which centrality index is calculated. type values can be c("degree", "closeness", "betweenness","eigenvector","pagerank","hub","authority"). Default is "degree". |
The function networkStat can calculate the main network statistics from a bibliographic network previously created by biblioNetwork.
It is a list containing the following elements:
graph |
a network object of the class igraph
|
|
network |
a communities a list with the main statistics of the network |
|
vertex |
a data frame with the main measures of centrality and prestige of vertices. |
biblioNetwork to compute a bibliographic network.
cocMatrix to compute a co-occurrence matrix.
biblioAnalysis to perform a bibliometric analysis.
# EXAMPLE Co-citation network # to run the example, please remove # from the beginning of the following lines # data(scientometrics, package = "bibliometrixData") # NetMatrix <- biblioNetwork(scientometrics, analysis = "co-citation", # network = "references", sep = ";") # netstat <- networkStat(NetMatrix, stat = "all", type = "degree")
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