Description:
This river chart illustrates the evolution of Eminem’s lyrical output over time, segmented by album. Each stream represents the total number of words contributed by songs on that album per year, showing how Eminem’s verbosity fluctuated across releases. The width of each stream reflects cumulative lyrical volume, emphasizing prolific periods like The Eminem Show (2002) and Recovery (2010). Skits and interludes were excluded to focus solely on lyrical content.
Note: Data was sourced from Genius.com and processed using R for tokenization and cleaning.