Record Mapping

Example

>>> from techminer2.thesaurus.countries import (
...     CreateThesaurus as CreateCountryThesaurus,
...     ApplyThesaurus as ApplyCountryThesaurus,
... )
>>> from techminer2.thesaurus.organizations import (
...     CreateThesaurus as CreateOrganizationsThesaurus,
...     ApplyThesaurus as ApplyOrganizationsThesaurus,
... )
>>> from techminer2.thesaurus.descriptors import (
...     CreateThesaurus as CreateDescriptorsThesaurus,
...     ApplyThesaurus as ApplyDescriptorsThesaurus,
... )
>>> from techminer2.database.tools import RecordMapping
>>> from pprint import pprint

>>> # Countries:
>>> CreateCountryThesaurus(root_directory="example/", quiet=True).run()
>>> ApplyCountryThesaurus(root_directory="example/", quiet=True).run()

>>> # Organizations:
>>> CreateOrganizationsThesaurus(root_directory="example/", quiet=True).run()
>>> ApplyOrganizationsThesaurus(root_directory="example/", quiet=True).run()

>>> # Descriptors:
>>> CreateDescriptorsThesaurus(root_directory="example/", quiet=True).run()
>>> ApplyDescriptorsThesaurus(root_directory="example/", quiet=True).run()

>>> # Create, configure, and run the mapper
>>> # order_records_by:
>>> #   date_newest, date_oldest, global_cited_by_highest, global_cited_by_lowest
>>> #   local_cited_by_highest, local_cited_by_lowest, first_author_a_to_z
>>> #   first_author_z_to_a, source_title_a_to_z, source_title_z_to_a
>>> #
>>> mapper = (
...     RecordMapping()
...     #
...     .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)
...     .where_records_ordered_by("global_cited_by_highest")
... )
>>> mapping = mapper.run()

>>> pprint(mapping[0])
{'AB': 'THE_FINANCIAL_SERVICES_INDUSTRY has been experiencing '
       'THE_RECENT_EMERGENCE of NEW_TECHNOLOGY_INNOVATIONS and '
       'PROCESS_DISRUPTIONS . THE_INDUSTRY overall , and '
       'MANY_FINTECH_START_UPS are looking for NEW_PATHWAYS to '
       'SUCCESSFUL_BUSINESS_MODELS , THE_CREATION of '
       'ENHANCED_CUSTOMER_EXPERIENCE , and APPROACHES that result in '
       'SERVICES_TRANSFORMATION . INDUSTRY and ACADEMIC_OBSERVERS believe this '
       'to be more of A_REVOLUTION than A_SET of LESS_INFLUENTIAL_CHANGES , '
       'with FINANCIAL_SERVICES as A_WHOLE due for MAJOR_IMPROVEMENTS in '
       'EFFICIENCY , CUSTOMER_CENTRICITY , and INFORMEDNESS . '
       'THE_LONG_STANDING_DOMINANCE of LEADING_FIRMS that are not able to '
       'figure out how to effectively hook up with THE_FINTECH_REVOLUTION is '
       'at STAKE . we present A_NEW_FINTECH_INNOVATION_MAPPING_APPROACH that '
       'enables THE_ASSESSMENT of THE_EXTENT to which there are CHANGES and '
       'TRANSFORMATIONS in FOUR_AREAS of FINANCIAL_SERVICES . we discuss : '
       'OPERATIONS_MANAGEMENT in FINANCIAL_SERVICES and THE_CHANGES occurring '
       '. TECHNOLOGY_INNOVATIONS that have begun to leverage THE_EXECUTION and '
       'STAKEHOLDER_VALUE associated with PAYMENTS , CRYPTOCURRENCIES , '
       'BLOCKCHAIN , and CROSS_BORDER_PAYMENTS . MULTIPLE_INNOVATIONS that '
       'have affected LENDING_AND_DEPOSIT_SERVICES , PEER_TO_PEER ( P2P ) '
       'LENDING , and SOCIAL_MEDIA_USE . ISSUES with_respect_to INVESTMENTS , '
       'FINANCIAL_MARKETS , TRADING , RISK_MANAGEMENT , ROBO_ADVISORY and '
       'SERVICES influenced by BLOCKCHAIN_AND_FINTECH_INNOVATIONS . copyright '
       'taylor and francis group , llc .',
 'AR': 'Gomber P., 2018, J MANAGE INF SYST, V35, P220',
 'AU': 'Gomber P.; Kauffman R.J.; Parker C.; Weber B.W.',
 'DE': nan,
 'ID': 'BLOCKCHAIN; COMMERCE; RISK_MANAGEMENT; BUSINESS_MODELS; '
       'CUSTOMER_EXPERIENCE; FINANCIAL_SERVICE; FINANCIAL_SERVICES_INDUSTRIES; '
       'NEW_TECHNOLOGIES; OPERATIONS_MANAGEMENT; STAKEHOLDER_VALUES; '
       'TECHNOLOGY_INNOVATION; FINANCE',
 'PY': 2018,
 'SO': 'Journal of Management Information Systems',
 'TC': 576,
 'TI': 'On the Fintech Revolution: Interpreting the Forces of Innovation, '
       'Disruption, and Transformation in Financial Services',
 'UT': 1260}