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1899 East 22nd Street, Cleveland, Ohio 44115
Taylor Swift 1989 Re-release Event (Math Club Version): A Data Scientist Breaks Down All 10 Taylor Swift Albums by Alice Zhao
As a data scientist and Swiftie, I did a deep dive analysis into Taylor Swift's 10 studio albums in preparation for The Eras Tour. I created 22 data visualizations to break down her popularity, sound, lyrics, collaborators and the Midnights album. I also found a few data-backed Easter eggs along the way. As for the technical details, I used Python to extract song data from the Spotify API and Genius API, did most of my data analysis in Excel and my text analysis in Python, and created my data visualizations in Keynote. This whole project confirmed for me that Taylor Swift truly is a mastermind.
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