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johannesharmse avatar johannesharmse commented on July 26, 2024

Functionalities to address

VIsualization

  • text concept and concept score visualization
  • text keyword relevance visualization
  • text keyword sentiment visualization
  • text keyword emotion visualization

Data Wrangling

  • determine features of API returned content (first level of list)
  • determine feature attributes of API returned content (second level of list)
  • dynamically convert output list structure to viewable data format (possibly a data frame per feature)

Additions to API wrapper function

  • additional error handling
  • handling of empty list returned (in the case of limited text to analyse)
  • proper authorization handling (check if auth is being cached)

Atonimizing of functions

  • Authorization
  • Feature object (object with valid selected features and feature attributes)
    • Separate into sentiment functions (argument for url or text)
    • Separate into emotion functions (argument for url or text)
    • + testing for each.

potentially: relevance, categories

  • API wrapper
  • Visualization functions
  • Data structure conversion (eg. list to data frames)

from watsonnlu.

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