Visual Analytics¶
At the end of the analytical process is it often useful to visualize the obtained results.
CDlib
provides a few built-in facilities to ease such task.
Network Visualization¶
Visualizing a graph is always a good idea (if its size is reasonable).
plot_network_clusters (graph, partition, …) |
Plot a graph with node color coding for communities. |
plot_community_graph (graph, partition, …) |
Plot a algorithms-graph with node color coding for communities. |
Analytics plots¶
Community evaluation outputs can be easily used to generate a visual representation of the main partition characteristics.
plot_sim_matrix (clusterings, scoring, …) |
Plot a similarity matrix between a list of clusterings, using the provided scoring function. |
plot_com_stat (com_clusters, com_fitness, …) |
Plot the distribution of a property among all communities for a clustering, or a list of clusterings (violin-plots) |
plot_com_properties_relation (com_clusters, …) |
Plot the relation between two properties/fitness function of a clustering |
plot_scoring (graphs, ref_partitions, …) |
Plot the scores obtained by a list of methods on a list of graphs. |