MetricsΒΆ
>>> from techminer2.packages.networks.co_occurrence.descriptors 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 ... PageRank
FINTECH 46:7183 19 ... 0.126764
FINANCE 21:3481 19 ... 0.067794
INNOVATION 16:2845 19 ... 0.062823
TECHNOLOGIES 15:1810 19 ... 0.067053
FINANCIAL_SERVICE 12:2100 19 ... 0.057449
BANKS 09:1133 19 ... 0.046195
REGULATORS 08:0974 19 ... 0.042814
FINANCIAL_TECHNOLOGIES 18:2455 18 ... 0.073041
THIS_STUDY 14:1737 18 ... 0.057493
THE_AUTHOR 07:0828 18 ... 0.041990
THIS_PAPER 14:2240 17 ... 0.058869
THE_DEVELOPMENT 08:1173 17 ... 0.040103
BANKING 07:0851 17 ... 0.040151
INVESTMENT 06:1294 17 ... 0.033589
THE_FINANCIAL_SERVICES_INDUSTRY 06:1237 17 ... 0.037560
[15 rows x 4 columns]
>>> from techminer2.packages.networks.co_occurrence.descriptors 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(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
FINTECH 19 0.010451 1.000000 0.126764
FINANCE 19 0.010451 1.000000 0.067794
INNOVATION 19 0.010451 1.000000 0.062823
TECHNOLOGIES 19 0.010451 1.000000 0.067053
FINANCIAL_SERVICE 19 0.010451 1.000000 0.057449
BANKS 19 0.010451 1.000000 0.046195
REGULATORS 19 0.010451 1.000000 0.042814
FINANCIAL_TECHNOLOGIES 18 0.006774 0.950000 0.073041
THIS_STUDY 18 0.004798 0.950000 0.057493
THE_AUTHOR 18 0.004798 0.950000 0.041990
THIS_PAPER 17 0.001121 0.904762 0.058869
THE_DEVELOPMENT 17 0.004043 0.904762 0.040103
BANKING 17 0.005369 0.904762 0.040151
INVESTMENT 17 0.001121 0.904762 0.033589
THE_FINANCIAL_SERVICES_INDUSTRY 17 0.001121 0.904762 0.037560