Network MetricsΒΆ
>>> from techminer2.packages.networks.co_citation.cited_references import NetworkMetrics
>>> (
... NetworkMetrics()
... #
... # UNIT OF ANALYSIS:
... .having_terms_in_top(30)
... .having_citation_threshold(0)
... .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 ... PageRank
Leong C., 2017, INT J INF MANAGE 1:2 9 ... 0.112350
Zavolokina L., 2016, FINANCIAL INNOV 1:3 8 ... 0.104955
Gabor D., 2017, NEW POLIT ECON 1:2 6 ... 0.073296
Ryu H.-S., 2018, IND MANAGE DATA SYS 1:2 6 ... 0.073296
Alt R., 2018, ELECTRON MARK 1:1 6 ... 0.073296
Gai K., 2018, J NETWORK COMPUT APPL 1:1 6 ... 0.073296
Stewart H., 2018, INF COMPUT SECURITY 1:1 6 ... 0.073296
Gomber P., 2017, J BUS ECON 1:4 4 ... 0.067991
Gomber P., 2018, J MANAGE INF SYST 1:3 4 ... 0.061311
Lee I., 2018, BUS HORIZ 1:2 4 ... 0.061311
Chen L./1, 2016, CHINA ECON J 1:1 3 ... 0.046669
Jagtiani J., 2018, J ECON BUS 1:2 1 ... 0.066667
Anagnostopoulos I., 2018, J ECON BUS 1:1 1 ... 0.066667
Gozman D., 2018, J MANAGE INF SYST 1:1 1 ... 0.024448
Li Y./1, 2017, FINANCIAL INNOV 1:1 1 ... 0.021151
[15 rows x 4 columns]
>>> (
... NetworkMetrics()
... #
... # UNIT OF ANALYSIS:
... .having_terms_in_top(30)
... .having_citation_threshold(0)
... .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
Leong C., 2017, INT J INF MANAGE 9 0.208791 0.642857 0.112350
Zavolokina L., 2016, FINANCIAL INNOV 8 0.238095 0.642857 0.104955
Gabor D., 2017, NEW POLIT ECON 6 0.000000 0.541353 0.073296
Ryu H.-S., 2018, IND MANAGE DATA SYS 6 0.000000 0.541353 0.073296
Alt R., 2018, ELECTRON MARK 6 0.000000 0.541353 0.073296
Gai K., 2018, J NETWORK COMPUT APPL 6 0.000000 0.541353 0.073296
Stewart H., 2018, INF COMPUT SECURITY 6 0.000000 0.541353 0.073296
Gomber P., 2017, J BUS ECON 4 0.142857 0.514286 0.067991
Gomber P., 2018, J MANAGE INF SYST 4 0.018315 0.489796 0.061311
Lee I., 2018, BUS HORIZ 4 0.018315 0.489796 0.061311
Chen L./1, 2016, CHINA ECON J 3 0.000000 0.447205 0.046669
Jagtiani J., 2018, J ECON BUS 1 0.000000 0.071429 0.066667
Anagnostopoulos I., 2018, J ECON BUS 1 0.000000 0.071429 0.066667
Gozman D., 2018, J MANAGE INF SYST 1 0.000000 0.331797 0.024448
Li Y./1, 2017, FINANCIAL INNOV 1 0.000000 0.380952 0.021151