Get Contexts

Example

>>> # Redirecting stderr to avoid messages during doctests
>>> import sys
>>> from io import StringIO
>>> original_stderr = sys.stderr
>>> sys.stderr = StringIO()

>>> # Reset the thesaurus to initial state
>>> from techminer2.thesaurus.descriptors import InitializeThesaurus
>>> InitializeThesaurus(
...     root_directory="examples/fintech/",
...     quiet=True,
... ).run()

>>> # Creates, configures, an run the exploder
>>> from techminer2.thesaurus.descriptors import GetContexts
>>> contexts = (
...     GetContexts()
...     .with_patterns(["FINTECH"])
...     .having_n_contexts(10)
...     .where_root_directory("examples/fintech/")
...     .run()
... )
>>> from pprint import pprint
>>> pprint(contexts[:5])
['- this research represents a stepping stone in exploring the interaction '
 'between fintech and its yet unfolding social and political context .',
 '- it also discusses policy implications for china fintech industry , '
 'focusing on the changing role of the state in fostering the growth of '
 'national industry within and outside of china .',
 '- financial technologies ( fintech ) have become an integral part of banking '
 ', and nowadays banks have started to compete beyond financial services '
 'facing increasing competition from nonfinancial institutions providing , for '
 'example , payment services .',
 '- the rapid rise of fintech has changed the business landscape in banking '
 'asking for more innovative solutions .',
 '- these recent tendencies require the banks to increase investment in '
 'fintech , rethink service distribution channels , especially the business to '
 'consumers models , increase further standardization of backoffice functions '
 ', etc .']