Metrics

>>> from techminer2.packages.networks.co_authorship.authors 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
Gomber P. 2:1065           5     0.035088   0.263158  0.083753
Kauffman R.J. 1:0576       3     0.000000   0.187970  0.050930
Parker C. 1:0576           3     0.000000   0.187970  0.050930
Weber B.W. 1:0576          3     0.000000   0.187970  0.050930
Gai K. 2:0323              2     0.000000   0.105263  0.052219
Qiu M. 2:0323              2     0.000000   0.105263  0.052219
Sun X. 2:0323              2     0.000000   0.105263  0.052219
Dolata M. 2:0181           2     0.000000   0.105263  0.052219
Schwabe G. 2:0181          2     0.000000   0.105263  0.052219
Zavolokina L. 2:0181       2     0.000000   0.105263  0.052219
Koch J.-A. 1:0489          2     0.000000   0.164474  0.038386
Siering M. 1:0489          2     0.000000   0.164474  0.038386
Buchak G. 1:0390           2     0.000000   0.105263  0.052219
Matvos G. 1:0390           2     0.000000   0.105263  0.052219
Piskorski T. 1:0390        2     0.000000   0.105263  0.052219

>>> (
...     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
Gomber P.           5     0.035088   0.263158  0.083753
Kauffman R.J.       3     0.000000   0.187970  0.050930
Parker C.           3     0.000000   0.187970  0.050930
Weber B.W.          3     0.000000   0.187970  0.050930
Gai K.              2     0.000000   0.105263  0.052219
Qiu M.              2     0.000000   0.105263  0.052219
Sun X.              2     0.000000   0.105263  0.052219
Dolata M.           2     0.000000   0.105263  0.052219
Schwabe G.          2     0.000000   0.105263  0.052219
Zavolokina L.       2     0.000000   0.105263  0.052219
Koch J.-A.          2     0.000000   0.164474  0.038386
Siering M.          2     0.000000   0.164474  0.038386
Buchak G.           2     0.000000   0.105263  0.052219
Matvos G.           2     0.000000   0.105263  0.052219
Piskorski T.        2     0.000000   0.105263  0.052219