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Ryan Serebro

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0140 Years of Music

An end-to-end data analysis on a dataset containing the Top 100 Billboard songs over the last 40 years. Visualizations created using Tableau, dataset manipulated in Excel, data scraped from Spotify via their API.

  • Attained and cleaned a dataset, containing over 65K data points, of the top 100 Billboard songs since 1964
  • Visualized data using Tableau to find relationships between the different attributes of the songs over time
  • Generated insights about the correlations between tech advances, music culture, and pop culture

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