Eminem vs Miley Cyrus. NLP

In previous post we have analyzed the lyrics of Miley Cyrus. Let’s check Eminem. Probably rappers have a more diverse vocabulary in their creations. We can expect different statistics.

Exploratory analysis of lyrics

Have you ever thought about the lyrics of your favourite artist in terms of statistics? How many words and how many unique words the artist uses in his songs? What are the most common and most rarely used words? Is there correlation in these characteristics over the releases. Interesting to know, right? =) Let’s build some charts.