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DataExtraction_NLP

For each of the articles (links are listed in Input.xlsx), extracted texts are saved in the extracted_texts folder

as a text file and textual analysis has been performed and a bunch of variables like,

  • POSITIVE SCORE
  • NEGATIVE SCORE
  • POLARITY SCORE
  • SUBJECTIVITY SCORE
  • AVG SENTENCE LENGTH
  • PERCENTAGE OF COMPLEX WORDS
  • FOG INDEX
  • COMPLEX WORD COUNT
  • WORD COUNT
  • SYLLABLE PER WORD
  • PERSONAL PRONOUNS
  • AVG WORD LENGTH

have been computed, and all the results have been stored in output.csv file.

And for the stopwords and positive, negative words respective text files have been used.

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Extracts textual data articles from a set of URLs and performs text analysis to compute different variables.

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