Clump Keys

Example

>>> import sys
>>> from io import StringIO
>>> from techminer2.thesaurus.descriptors import ClumpKeys, InitializeThesaurus

>>> # Redirect stderr to capture output
>>> original_stderr = sys.stderr
>>> sys.stderr = StringIO()

>>> # Create the thesaurus
>>> InitializeThesaurus(root_directory="examples/fintech/", quiet=True).run()

>>> # Clump the thesaurus
>>> (
...     ClumpKeys(tqdm_disable=True, )
...     .where_root_directory("examples/fintech/")
...     .run()
... )

>>> # Capture and print stderr output
>>> output = sys.stderr.getvalue()
>>> sys.stderr = original_stderr
>>> print(output)  
Clumping thesaurus keys...
               File : examples/fintech/data/thesaurus/descriptors.the.txt
  Keys reduced from 1721 to 1693
  Clumping process completed successfully

Printing thesaurus header
  File : examples/fintech/data/thesaurus/descriptors.the.txt

    DATA_SECURITY
      DATA_SECURITY; DATA_SECURITY_AND_CONSUMER_TRUST; SECURITY_OF_DATA
    ELABORATION_LIKELIHOOD_MODEL
      ELABORATION_LIKELIHOOD_MODEL; THE_ELABORATION_LIKELIHOOD_MODEL
    FINANCIAL_TECHNOLOGY
      AN_EMERGING_FINANCIAL_TECHNOLOGY; FINANCIAL_TECHNOLOGY (FINTECH); FINANCI...
    INFORMATION_TECHNOLOGY
      INFORMATION_TECHNOLOGY; INFORMATION_TECHNOLOGY_INFRASTRUCTURE; PARTICULAR...
    INTENTION_TO_USE
      CONTINUOUS_INTENTION_TO_USE_MOBILE; CONTINUOUS_INTENTION_TO_USE_MOBILE_FI...
    LITERATURE_REVIEW
      LITERATURE_REVIEW; THE_CURRENT_LITERATURE_REVIEW
    MULTI_LEVEL_ANALYSIS
      A_MULTI_LEVEL_ANALYSIS; MULTI_LEVEL_ANALYSIS
    PEER_TO_PEER
      PEER_TO_PEER; PEER_TO_PEER_MONEY_EXCHANGES; PEER_TO_PEER_PLATFORMS
    SECURITY_AND_PRIVACY
      SECURITY_AND_PRIVACY; THE_SECURITY_AND_PRIVACY_DIMENSION
    START_UPS
      CONSUMER_ORIENTED_FINTECH_START_UPS; FINTECH_DIGITAL_BANKING_START_UPS; M...