![]() I assigned 'target' to all of the album names, instead of individually listing them in the second line of code. The way it does this is by filtering 'eminem' by The category of 'Album'. This essentially takes the whole dataset, 'eminem', and filters it down by Album names. This webpage, and all data, was gathered, visualized, and coded while listening to Eminem. My hypothesis is that Eminem's lyrics resembles his persona he has presented to the general public for the duration of his career. He has also been arrested numerous times on assault charges, faced addiction to sleeping medication, been accused of homophobia, and has had many lawsuits against him for some of his controversial lyrics, which included allegedly slandering his mother on The Slim Shady LP.Īs such, this study attempts to display Eminem's core themes throughout his albums and see if his infamous past is reflected within the data. He has had two divorce to his first wife, Kim, which is very present in his early albums. However, the artist also has a lot of controversy following him. He has won numerous Grammys over the years, and was named "The King Of Hip Hop" by Rolling Stone. After his success of The Slim Shady LP, his next two albums, The Marshall Mathers LP and The Eminem Show both went on to become Diamond certified. The albums included are: Slim Shady LP, Marshall Mathers LP, The Eminem Show, Encore, Relapse, Recovery, Marshall Mathers LP2, and Revival.Įminem has had a prolific career over the years, which led to him being the top selling artist of the 2000s. I do not include any of the miscellaneous work or songs from the deluxe/ bonus versions of the albums. However, I had to go in and add some dates to albums, label songs from albums, and fill in missing songs from the two most recent albums in the dataset. It is based on this database from Kaggle. This is an analysis of some of Eminem's work.
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