Network Metrics

>>> from techminer2.packages.networks.coupling.countries 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
Germany 07:1814             11     0.362374   0.923077  0.207123
United Kingdom 03:0636       8     0.055556   0.750000  0.114492
Netherlands 03:0300          8     0.041667   0.750000  0.115797
Denmark 02:0330              8     0.041667   0.750000  0.108624
China 08:1085                7     0.188131   0.705882  0.092674
United States 16:3189        6     0.000000   0.631579  0.073941
Australia 05:0783            6     0.000000   0.631579  0.061156
Singapore 01:0576            6     0.000000   0.631579  0.073941
South Korea 06:1192          4     0.022727   0.600000  0.046426
Indonesia 01:0102            4     0.000000   0.600000  0.037294
Switzerland 04:0660          2     0.000000   0.521739  0.032006
France 01:0258               1     0.000000   0.500000  0.017826
Spain 01:0225                1     0.000000   0.428571  0.018700

>>> (
...     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
Germany             11     0.362374   0.923077  0.207123
United Kingdom       8     0.055556   0.750000  0.114492
Netherlands          8     0.041667   0.750000  0.115797
Denmark              8     0.041667   0.750000  0.108624
China                7     0.188131   0.705882  0.092674
United States        6     0.000000   0.631579  0.073941
Australia            6     0.000000   0.631579  0.061156
Singapore            6     0.000000   0.631579  0.073941
South Korea          4     0.022727   0.600000  0.046426
Indonesia            4     0.000000   0.600000  0.037294
Switzerland          2     0.000000   0.521739  0.032006
France               1     0.000000   0.500000  0.017826
Spain                1     0.000000   0.428571  0.018700