Finding the Narrative with Natural Language Processing

 By Medium - 2021-01-01

Description

When I first started studying data science, one of the areas I was most excited to learn was natural language processing. “Unsupervised machine learning” certainly has a mystical ring to it, and…

Summary

  • A framework for topic modeling with tweets in Python When I first started studying data science, one of the areas I was most excited to learn was natural language processing.
  • “ I also found that making a basic dictionary of word frequencies was a quick way to get a feel for the prevalence of words and hashtags in the corpus which informed my text preprocessing pipeline.
  • On the left, we can see numbered bubbles of varying sizes placed on a grid.
  • As an example, we can see a lot of overlap in topics 7, 8, and 9, while topic 12 sits alone in the bottom left quadrant (topic 12 represented a bunch of German tweets — makes sense!
  • ).

 

Topics

  1. NLP (0.32)
  2. Backend (0.12)
  3. Machine_Learning (0.08)

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