Real example: Slovenian municipalitiesDownload Slovenian municipalities network (210 counties, 549 edges). Since some special Slovenian letters (č, š, and ž) are used in names of municipalities NET file is saved as Unicode UTF8 file with BOM, which can be read by Pajek.
Two municipalities are connected by an edge if they are geographical neighbours. Edge value represents similarity (computed from some statistical variables) among two municipalities. Vertices representing municipalities have real - geograpical - coordinates. Partition to communities in this case gives regionalization of municipalities.
For resolution r=1 we get the following correlations among partitions obtained by Louvain method and VOS Clustering (Louvain method finds partition into 10 clusters, VOS Clustering into 13 clusters):
Cramers V: 0.76811012
Regionalization to 3 regions can be obtained by setting r=0.1. Both solutions are very similar also according to correlations:
Cramer's V: 0.88523985