Master Thesis Lyrics Rap Genius

Master Thesis Lyrics Rap Genius-67
ubrey “Drake” Graham is one of today’s biggest music superstars.The Canadian rapper-singer dominates both the pop charts and internet meme culture. Rapping fire, you better run for the pacifier Tie you up and drown you in the saliva quagmire 'Til your oxygen expires and your lungs dry up Cause you said Bis ain't dope, you a damn liar Disaster for hire over beats by Kyros Flow like the Tigris, Euphrates with the eye of the tiger in my iris Canibus is a fighter Motherfucker, my great grandfather was Irish Let's roll the dices, I'll break you like young Tyson Give me the mic man, I don't need no hype man Put a thousand on me, put one on him I tear off his limbs, throw him in and tell him to swim Yo, I soak that sugar-coated shit in soy sauce Tell the FCC boss, turn that noise off Call Detroit's Mafia Boss Tell him, "Yo, I got a job for you, I want you to bust his balls" Drop him off by Niagara Falls Write my name on a banana and put the banana between his jaws Nobody disrespects lyrical law I'm the best there ever is and the best ever was Training like a grunt face down in the mud With blood, sweat, and tears, sucking it up Yo, you wonder where I am right now?

ubrey “Drake” Graham is one of today’s biggest music superstars.The Canadian rapper-singer dominates both the pop charts and internet meme culture. Rapping fire, you better run for the pacifier Tie you up and drown you in the saliva quagmire 'Til your oxygen expires and your lungs dry up Cause you said Bis ain't dope, you a damn liar Disaster for hire over beats by Kyros Flow like the Tigris, Euphrates with the eye of the tiger in my iris Canibus is a fighter Motherfucker, my great grandfather was Irish Let's roll the dices, I'll break you like young Tyson Give me the mic man, I don't need no hype man Put a thousand on me, put one on him I tear off his limbs, throw him in and tell him to swim Yo, I soak that sugar-coated shit in soy sauce Tell the FCC boss, turn that noise off Call Detroit's Mafia Boss Tell him, "Yo, I got a job for you, I want you to bust his balls" Drop him off by Niagara Falls Write my name on a banana and put the banana between his jaws Nobody disrespects lyrical law I'm the best there ever is and the best ever was Training like a grunt face down in the mud With blood, sweat, and tears, sucking it up Yo, you wonder where I am right now?

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Based on the correlation heatmap above, we see a correlation where songs are growing in popularity and danceability over time.

There is also a negative correlation where songs are becoming shorter in length (minutes) over time.

Song Attributes: This analysis not only provided an in-depth look into Drake’s musical evolution, but also showed the power of machine learning.

A simple clustering model could accurately cluster a broad set of songs, and serve as the foundation to create personalized playlists and recommendations.

The final dataset includes 162 Drake songs found on Spotify.

These do not include any songs where he was featured on another artist’s song.

Clustering is a form of unsupervised machine learning that “identifies commonalities in the data and reacts based on the presence or absence of such commonalities”.

In other words, it groups data points together through observed patterns.

This a pivotal year in Drake’s career; he released two mixtapes, a viral diss record (As his songs and overall brand became more mainstream, I wanted to explore how this affected his lyricism as a rapper.

To measure this, I used unique word count as the metric to gauge creativity and effort in song writing (influenced by this article on rappers’ vocabulary, and this Machine Learning NLP article on Drake).

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