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Codecademy

Analyze Taylor Swift Lyrics with Python Case Study

via Codecademy

Overview

Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics.
If you're looking to analyze large amounts of text and gain deeper insight into music, try this case study. You will put your natural language processing and machine learning skills to use answering interesting questions about Taylor Swift's lyrics. We will provide you with the context, data, and instructions that you need to analyze themes and sentiments in Taylor Swift's albums. You'll explore how she thinks about time, especially Midnight, as well as day and night. You'll create visualizations and see her music in a whole new way.




Syllabus

  • Analyze Taylor Swift Lyrics: Use sentiment analysis and NLP to better understand Taylor Swift's discography.
    • Article: Analyze Taylor Swift Lyrics with Python
    • Project: Analyze Taylor Swift Lyrics with Python
    • Informational: Analyze Taylor Swift Lyrics with Python

Taught by

Nitya Mandyam

Reviews

4.1 rating at Codecademy based on 73 ratings

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