Metrics

>>> from techminer2.packages.networks.co_authorship.countries import NetworkMetrics
>>> (
...     NetworkMetrics()
...     #
...     # 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_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()
... ).head(15)
                        Degree  Betweenness  Closeness  PageRank
United States 16:3189        8     0.253411   0.494152  0.187008
Australia 05:0783            6     0.147173   0.423559  0.126959
Germany 07:1814              5     0.115010   0.386728  0.098902
China 08:1085                4     0.012671   0.386728  0.115357
Denmark 02:0330              4     0.050682   0.355789  0.074453
Sweden 01:0160               3     0.000000   0.355789  0.053942
South Korea 06:1192          2     0.000000   0.306715  0.056150
Netherlands 03:0300          2     0.000000   0.296491  0.042702
Singapore 01:0576            2     0.000000   0.342105  0.041331
Kazakhstan 01:0121           2     0.000000   0.306715  0.040427
United Kingdom 03:0636       1     0.000000   0.269537  0.025484
France 01:0258               1     0.000000   0.254135  0.026881
Hong Kong 01:0178            1     0.000000   0.269537  0.025484
Belgium 01:0101              1     0.000000   0.296491  0.024518
Switzerland 04:0660          0     0.000000   0.000000  0.010067

>>> (
...     NetworkMetrics()
...     #
...     # 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_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()
... ).head(15)
                Degree  Betweenness  Closeness  PageRank
United States        8     0.253411   0.494152  0.187008
Australia            6     0.147173   0.423559  0.126959
Germany              5     0.115010   0.386728  0.098902
China                4     0.012671   0.386728  0.115357
Denmark              4     0.050682   0.355789  0.074453
Sweden               3     0.000000   0.355789  0.053942
South Korea          2     0.000000   0.306715  0.056150
Netherlands          2     0.000000   0.296491  0.042702
Singapore            2     0.000000   0.342105  0.041331
Kazakhstan           2     0.000000   0.306715  0.040427
United Kingdom       1     0.000000   0.269537  0.025484
France               1     0.000000   0.254135  0.026881
Hong Kong            1     0.000000   0.269537  0.025484
Belgium              1     0.000000   0.296491  0.024518
Switzerland          0     0.000000   0.000000  0.010067