Communities Summary

>>> from techminer2.science_mapping.co_occurrence import communities_summary
>>> communities_summary(
...     #
...     # PARAMS:
...     field='author_keywords',
...     #
...     # SUMMARY PARAMS:
...     conserve_counters=False,
...     #
...     # FILTER 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),
... )
  Cluster  ...                                              Terms
0    CL_0  ...  FINTECH; FINANCIAL_INCLUSION; CROWDFUNDING; BU...
1    CL_1  ...  INNOVATION; FINANCIAL_SERVICES; FINANCIAL_TECH...
2    CL_2  ...  MARKETPLACE_LENDING; LENDINGCLUB; PEER_TO_PEER...
3    CL_3  ...           ARTIFICIAL_INTELLIGENCE; FINANCE; ROBOTS

[4 rows x 4 columns]