Terms to Cluster Mapping

>>> from techminer2.packages.networks.co_authorship.authors import TermsToClustersMapping
>>> mapping = (
...     TermsToClustersMapping()
...     #
...     # FIELD:
...     .having_terms_in_top(20)
...     .having_terms_ordered_by("OCC")
...     .having_term_occurrences_between(None, None)
...     .having_term_citations_between(None, None)
...     .having_terms_in(None)
...     #
...     # COUNTERS:
...     .using_term_counters(True)
...     #
...     # NETWORK:
...     .using_clustering_algorithm_or_dict("louvain")
...     .using_association_index("association")
...     #
...     # DATABASE:
...     .where_root_directory_is("example/")
...     .where_database_is("main")
...     .where_record_years_range_is(None, None)
...     .where_record_citations_range_is(None, None)
...     .where_records_match(None)
...     #
...     .run()
... )
>>> from pprint import pprint
>>> pprint(mapping)
{'Buchak G. 1:0390': 3,
 'Dolata M. 2:0181': 2,
 'Gai K. 2:0323': 1,
 'Gomber P. 2:1065': 0,
 'Hornuf L. 2:0358': 6,
 'Jagtiani J. 3:0317': 4,
 'Kauffman R.J. 1:0576': 0,
 'Koch J.-A. 1:0489': 0,
 'Lee I. 1:0557': 5,
 'Lemieux C. 2:0253': 4,
 'Matvos G. 1:0390': 3,
 'Parker C. 1:0576': 0,
 'Piskorski T. 1:0390': 3,
 'Qiu M. 2:0323': 1,
 'Schwabe G. 2:0181': 2,
 'Shin Y.J. 1:0557': 5,
 'Siering M. 1:0489': 0,
 'Sun X. 2:0323': 1,
 'Weber B.W. 1:0576': 0,
 'Zavolokina L. 2:0181': 2}

>>> mapping = (
...     TermsToClustersMapping()
...     #
...     # FIELD:
...     .having_terms_in_top(20)
...     .having_terms_ordered_by("OCC")
...     .having_term_occurrences_between(None, None)
...     .having_term_citations_between(None, None)
...     .having_terms_in(None)
...     #
...     # COUNTERS:
...     .using_term_counters(False)
...     #
...     # NETWORK:
...     .using_clustering_algorithm_or_dict("louvain")
...     .using_association_index("association")
...     #
...     # DATABASE:
...     .where_root_directory_is("example/")
...     .where_database_is("main")
...     .where_record_years_range_is(None, None)
...     .where_record_citations_range_is(None, None)
...     .where_records_match(None)
...     #
...     .run()
... )
>>> pprint(mapping)
{'Buchak G.': 3,
 'Dolata M.': 2,
 'Gai K.': 1,
 'Gomber P.': 0,
 'Hornuf L.': 6,
 'Jagtiani J.': 4,
 'Kauffman R.J.': 0,
 'Koch J.-A.': 0,
 'Lee I.': 5,
 'Lemieux C.': 4,
 'Matvos G.': 3,
 'Parker C.': 0,
 'Piskorski T.': 3,
 'Qiu M.': 1,
 'Schwabe G.': 2,
 'Shin Y.J.': 5,
 'Siering M.': 0,
 'Sun X.': 1,
 'Weber B.W.': 0,
 'Zavolokina L.': 2}