Terms by Cluster Frame

Example

>>> from techminer2.packages.networks.citation.authors import TermsByClusterDataFrame

>>> df = (
...     TermsByClusterDataFrame()
...     #
...     # UNIT OF ANALYSIS:
...     .having_terms_in_top(30)
...     .having_citation_threshold(0)
...     .having_occurrence_threshold(2)
...     .having_terms_in(None)
...     #
...     # COUNTERS:
...     .using_term_counters(True)
...     #
...     # CLUSTERING:
...     .using_clustering_algorithm_or_dict("louvain")
...     #
...     # 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()
... ).head()

>>> # Display the resulting data frame
>>> print(df)  
                      0                    1                   2
0      Gomber P. 2:1065     Hornuf L. 2:0358  Jagtiani J. 3:0317
1  Kauffman R.J. 1:0576     Haddad C. 1:0258   Lemieux C. 2:0253
2      Parker C. 1:0576  Puschmann T. 1:0253
3     Weber B.W. 1:0576
4     Koch J.-A. 1:0489

>>> df = (
...     TermsByClusterDataFrame()
...     #
...     # UNIT OF ANALYSIS:
...     .having_terms_in_top(30)
...     .having_citation_threshold(0)
...     .having_occurrence_threshold(2)
...     .having_terms_in(None)
...     #
...     # COUNTERS:
...     .using_term_counters(False)
...     #
...     # CLUSTERING:
...     .using_clustering_algorithm_or_dict("louvain")
...     #
...     # 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()
... ).head()

>>> # Display the resulting data frame
>>> print(df)  
               0             1            2
0      Gomber P.     Hornuf L.  Jagtiani J.
1  Kauffman R.J.     Haddad C.   Lemieux C.
2      Parker C.  Puschmann T.
3     Weber B.W.
4     Koch J.-A.