Metrics

>>> from techminer2.science_mapping.co_occurrence import metrics
>>> metrics(
...     #
...     # PARAMS:
...     field='author_keywords',
...     #
...     # 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
FINTECH 31:5168                 18     0.761793   0.950000  0.240341
FINANCIAL_SERVICES 04:0667       7     0.056725   0.612903  0.065863
INNOVATION 07:0911               6     0.036452   0.593750  0.083155
FINANCE 02:0309                  5     0.015984   0.575758  0.038939
TECHNOLOGY 02:0310               5     0.028655   0.575758  0.042338