Metrics

>>> from techminer2.science_mapping.co_authorship.network.countries import metrics
>>> metrics(
...     #
...     # COLUMN PARAMS:
...     top_n=20,
...     occ_range=(None, None),
...     gc_range=(None, None),
...     custom_items=None,
...     #
...     # NETWORK PARAMS:
...     algorithm_or_dict="louvain",
...     association_index="association",
...     #
...     # DATABASE PARAMS:
...     root_dir="example/",
...     database="main",
...     year_filter=(None, None),
...     cited_by_filter=(None, None),
... ).head()
                       Degree  Betweenness  Closeness  PageRank
United States 16:3189       8     0.253411   0.494152  0.187008
Australia 05:0783           6     0.147173   0.423559  0.126959
Germany 07:1814             5     0.115010   0.386728  0.098902
China 08:1085               4     0.012671   0.386728  0.115357
Denmark 02:0330             4     0.050682   0.355789  0.074453