/love-poems-nlp

explore how love poems have changed over time

Primary LanguageJupyter Notebook

love-poems-nlp

Explore how love poems have changed over time

Summary: Webscraped love poems and performed sentiment analysis & topic modeling on gathered data

Findings:

  • Prior to the 21st century, love poems were more metaphysical and otherworldly and contained more words relating to time.
  • Contemporary poems use more words relating to affection and more concrete terms.
  • Contemporary poems also are more emotionally neutral.
  • The presentation can be found here