Network Metrics

Example

>>> from techminer2.packages.networks.coupling.sources import NetworkMetrics
>>> (
...     NetworkMetrics()
...     #
...     # UNIT OF ANALYSIS:
...     .having_terms_in_top(20)
...     .having_citation_threshold(0)
...     .having_occurrence_threshold(2)
...     .having_terms_in(None)
...     #
...     # COUNTERS:
...     .using_term_counters(True)
...     #
...     # 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(15)
                           Degree  Betweenness  Closeness  PageRank
Electron. Mark. 2:287           5     0.404762   0.777778  0.231592
J. Econ. Bus. 3:422             4     0.349206   0.700000  0.177251
Ind Manage Data Sys 2:386       3     0.063492   0.583333  0.111571
Symmetry 1:176                  3     0.119048   0.636364  0.110623
J Manage Inf Syst 2:696         2     0.000000   0.583333  0.135259
Sustainability 2:150            2     0.015873   0.538462  0.106338
J. Innov. Manag. 1:226          2     0.000000   0.538462  0.078484
Financ. Manage. 2:161           1     0.000000   0.437500  0.048882

Example

>>> (
...     NetworkMetrics()
...     #
...     # UNIT OF ANALYSIS:
...     .having_terms_in_top(20)
...     .having_citation_threshold(0)
...     .having_occurrence_threshold(2)
...     .having_terms_in(None)
...     #
...     # COUNTERS:
...     .using_term_counters(False)
...     #
...     # 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(15)
                     Degree  Betweenness  Closeness  PageRank
Electron. Mark.           5     0.404762   0.777778  0.231592
J. Econ. Bus.             4     0.349206   0.700000  0.177251
Ind Manage Data Sys       3     0.063492   0.583333  0.111571
Symmetry                  3     0.119048   0.636364  0.110623
J Manage Inf Syst         2     0.000000   0.583333  0.135259
Sustainability            2     0.015873   0.538462  0.106338
J. Innov. Manag.          2     0.000000   0.538462  0.078484
Financ. Manage.           1     0.000000   0.437500  0.048882