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Music is a powerful language to express our feelings and in many cases is used as a therapy to deal with tough moments in our lives oras a tool to celebrate the joyous moments. The different sounds, rhythms, and effects used in music are capable to modify our emotions for a moment,but there’s a component that sometimes goes unnoticed when we are listening to music; The Lyrics of the songs.Lyrics are powerful texts that share the ideas that came from the mind of the author when the song was been created.

• Scraping the lyrics of Top 100 songs on Billboard Charts for past 10 years
• Cleaning and preprocessing the scraped data
• Using word clouds to analyse popular words
• Performing year wise analysis on the data
• Performing VADER Sentiment Analysis

The language of the songs is limited to English

• Original Data- 1100 rows and 7 columns
• Cleaned Data- 907 rows and 7 columns