All functions

calculate_centralities()

Centrality measure calculation

cortex

Macaque Visual Cortex Network

dangalchev_closeness_centrality()

Dangalchev Closeness Centrality

drugTarget

Drug Target Network

giant_component_extract()

Giant component extraction of a graph

graph_extract_components()

Component extraction of a graph

group_centrality()

Group Centrality

harmonic_centrality()

Harmonic Centrality

kangaroo

Kangaroo Network

local_bridging_centrality()

Local Bridging Centrality

misc_extract_components()

Component extraction of miscellaneous graph formats

pca_centralities()

Ranking centrality measure based on contributions

print_calculate_centralities()

Print computed centrality measures results into a file

print_visualize_association()

Print pairwise association plot among centrality measures into a file

print_visualize_correlations()

Print centrality correlation plot

print_visualize_dendrogram()

Print dendrogram plot of a graph

print_visualize_graph()

Print visualized based on centrality values graph

print_visualize_heatmap()

Print the heatmap plot of centrality measures

print_visualize_pair_correlation()

Print pairwise correlation and histogram plots between two centrality measures

proper_centralities()

Proper centrality measure representation

rhesus

Moreno Rhesus Network

summary_calculate_centralities()

Summarize centrality measure calculation results

summary_graph_extract_components()

Summarize component extraction of a graph

summary_pca_centralities()

Summarize PCA result related to centrality measures

summary_tsne_centralities()

Summarize t-Distributed Stochastic Neighbor Embedding (t-SNE) on centrality measures

tsne_centralities()

t-Distributed Stochastic Neighbor Embedding (t-SNE) on centrality measures

visualize_association()

Pairwise association plot between centrality measures

visualize_correlations()

Correlation plot between centrality measures

visualize_dendrogram()

Dendrogram plot among centrality measures

visualize_graph()

Graph visualization based on a specific centrality measure

visualize_heatmap()

Heatmap plot between centrality measures

visualize_pair_correlation()

Pairwise correlation plot between two centrality measures

wiener_index_centrality()

Wiener Index Centrality

zachary

Zachary Karate Club Network